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              "coverage_after": 37,
              "coverage_before": 36,
              "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
              "feature": "vmSkus.standard.f8ams.v7",
              "first_seen": false,
              "gained_regions": [
                "canadacentral"
              ],
              "label": "Standard F8ams V7 VM size",
              "learn_reference": null,
              "lost_regions": [],
              "modality": "VM SKUs",
              "new_geographies": [],
              "restored_regions": [
                "canadacentral"
              ],
              "short": "Compute optimized, 8 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
              "specificity": "family"
            },
            {
              "_has_new_listings": false,
              "cluster": {
                "key": "vm:F:v7",
                "label": "Fv7-series \u00b7 compute optimized"
              },
              "coverage_after": 37,
              "coverage_before": 36,
              "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
              "feature": "vmSkus.standard.f8as.v7",
              "first_seen": false,
              "gained_regions": [
                "canadacentral"
              ],
              "label": "Standard F8as V7 VM size",
              "learn_reference": null,
              "lost_regions": [],
              "modality": "VM SKUs",
              "new_geographies": [],
              "restored_regions": [
                "canadacentral"
              ],
              "short": "Compute optimized, 8 vCPUs, AMD-based, premium SSD capable, v7",
              "specificity": "family"
            }
          ],
          "gained_features": 162,
          "gained_listings": 162,
          "gained_regions": [
            "canadacentral",
            "koreacentral"
          ],
          "lost_features": 0,
          "lost_listings": 0,
          "lost_regions": [],
          "modality": "VM SKUs"
        }
      ],
      "totals": {
        "catalog_gap_listings": 0,
        "gained_features": 179,
        "gained_listings": 179,
        "lost_features": 0,
        "lost_listings": 0,
        "measurement_gap_listings": 0
      },
      "version": 1
    },
    "feature_contexts": {
      "aiModels.anthropic.claude-fable-5-5.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:anthropic:claude-fable-5-5",
        "family_label": "Claude Fable 5.5",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "Anthropic Claude Fable 5.5 model, version 1",
        "sources": [
          {
            "label": "Anthropic model catalog (category only)",
            "url": "https://platform.claude.com/docs/en/models/overview"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.anthropic.claude-fable-5-5.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "Claude Fable 5.5 (catalog version 1) - Anthropic",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.deepseek.deepseek-r1-0528.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:deepseek:deepseek-r1-0528",
        "family_label": "deepseek r1 0528",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "deepseek deepseek r1 0528 model, version 1",
        "sources": [
          {
            "label": "deepseek model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.deepseek.deepseek-r1-0528.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "deepseek r1 0528 (catalog version 1) - deepseek",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.deepseek.deepseek-v3-0324.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:deepseek:deepseek-v3-0324",
        "family_label": "deepseek v3 0324",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "deepseek deepseek v3 0324 model, version 1",
        "sources": [
          {
            "label": "deepseek model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.deepseek.deepseek-v3-0324.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "deepseek v3 0324 (catalog version 1) - deepseek",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.deepseek.deepseek-v3-1.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:deepseek:deepseek-v3-1",
        "family_label": "deepseek v3 1",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "deepseek deepseek v3 1 model, version 1",
        "sources": [
          {
            "label": "deepseek model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.deepseek.deepseek-v3-1.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "deepseek v3 1 (catalog version 1) - deepseek",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.llama-3-2-11b-vision-instruct.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:llama-3-2-11b-vision-instruct",
        "family_label": "llama 3 2 11b vision instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta llama 3 2 11b vision instruct model, version 1",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.llama-3-2-11b-vision-instruct.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "llama 3 2 11b vision instruct (catalog version 1) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.llama-3-2-11b-vision-instruct.2": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:llama-3-2-11b-vision-instruct",
        "family_label": "llama 3 2 11b vision instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta llama 3 2 11b vision instruct model, version 2",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.llama-3-2-11b-vision-instruct.2"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "llama 3 2 11b vision instruct (catalog version 2) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.llama-3-2-90b-vision-instruct.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:llama-3-2-90b-vision-instruct",
        "family_label": "llama 3 2 90b vision instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta llama 3 2 90b vision instruct model, version 1",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.llama-3-2-90b-vision-instruct.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "llama 3 2 90b vision instruct (catalog version 1) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.llama-3-2-90b-vision-instruct.2": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:llama-3-2-90b-vision-instruct",
        "family_label": "llama 3 2 90b vision instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta llama 3 2 90b vision instruct model, version 2",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.llama-3-2-90b-vision-instruct.2"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "llama 3 2 90b vision instruct (catalog version 2) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.llama-3-2-90b-vision-instruct.3": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:llama-3-2-90b-vision-instruct",
        "family_label": "llama 3 2 90b vision instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta llama 3 2 90b vision instruct model, version 3",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.llama-3-2-90b-vision-instruct.3"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "llama 3 2 90b vision instruct (catalog version 3) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-405b-instruct.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-405b-instruct",
        "family_label": "meta llama 3 1 405b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 405b instruct model, version 1",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-405b-instruct.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 405b instruct (catalog version 1) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-8b-instruct.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-8b-instruct",
        "family_label": "meta llama 3 1 8b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 8b instruct model, version 1",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-8b-instruct.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 8b instruct (catalog version 1) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-8b-instruct.2": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-8b-instruct",
        "family_label": "meta llama 3 1 8b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 8b instruct model, version 2",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-8b-instruct.2"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 8b instruct (catalog version 2) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-8b-instruct.3": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-8b-instruct",
        "family_label": "meta llama 3 1 8b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 8b instruct model, version 3",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-8b-instruct.3"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 8b instruct (catalog version 3) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-8b-instruct.4": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-8b-instruct",
        "family_label": "meta llama 3 1 8b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 8b instruct model, version 4",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-8b-instruct.4"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 8b instruct (catalog version 4) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.meta-llama-3-1-8b-instruct.5": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:meta-llama-3-1-8b-instruct",
        "family_label": "meta llama 3 1 8b instruct",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta meta llama 3 1 8b instruct model, version 5",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.meta-llama-3-1-8b-instruct.5"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "meta llama 3 1 8b instruct (catalog version 5) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.meta.muse-spark-1-3.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:meta:muse-spark-1-3",
        "family_label": "muse spark 1 3",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "meta muse spark 1 3 model, version 1",
        "sources": [
          {
            "label": "meta model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.meta.muse-spark-1-3.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "muse spark 1 3 (catalog version 1) - meta",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.microsoft.mai-code-1-1-flash.2026-09-15": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:microsoft:mai-code-1-1-flash",
        "family_label": "mai code 1 1 flash",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "microsoft mai code 1 1 flash model, version 2026-09-15",
        "sources": [
          {
            "label": "microsoft model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.microsoft.mai-code-1-1-flash.2026-09-15"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "mai code 1 1 flash (catalog version 2026-09-15) - microsoft",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.mistral-ai.mistral-document-ai-2505.1": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:mistral-ai:mistral-document-ai-2505",
        "family_label": "mistral document ai 2505",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "mistral-ai mistral document ai 2505 model, version 1",
        "sources": [
          {
            "label": "mistral-ai model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.mistral-ai.mistral-document-ai-2505.1"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "mistral document ai 2505 (catalog version 1) - mistral-ai",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-4o-mini-transcribe.2025-03-20": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-4o-mini-transcribe",
        "family_label": "GPT-4o mini transcribe",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-4o mini transcribe model, version 2025-03-20",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-4o-mini-transcribe.2025-03-20"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-4o mini transcribe (catalog version 2025-03-20) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-4o-mini-transcribe.2025-12-15": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-4o-mini-transcribe",
        "family_label": "GPT-4o mini transcribe",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-4o mini transcribe model, version 2025-12-15",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-4o-mini-transcribe.2025-12-15"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-4o mini transcribe (catalog version 2025-12-15) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-4o-transcribe-diarize.2025-10-15": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-4o-transcribe-diarize",
        "family_label": "GPT-4o transcribe diarize",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-4o transcribe diarize model, version 2025-10-15",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-4o-transcribe-diarize.2025-10-15"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-4o transcribe diarize (catalog version 2025-10-15) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-4o-transcribe.2025-03-20": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-4o-transcribe",
        "family_label": "GPT-4o transcribe",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-4o transcribe model, version 2025-03-20",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-4o-transcribe.2025-03-20"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-4o transcribe (catalog version 2025-03-20) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-1-chat.2025-11-13": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-5-1-chat",
        "family_label": "GPT-5 1 chat",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-5 1 chat model, version 2025-11-13",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-5-1-chat.2025-11-13"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-5 1 chat (catalog version 2025-11-13) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-1-codex.2025-11-13": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-5-1-codex",
        "family_label": "GPT-5 1 codex",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-5 1 codex model, version 2025-11-13",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-5-1-codex.2025-11-13"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-5 1 codex (catalog version 2025-11-13) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-2-chat.2025-12-11": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-5-2-chat",
        "family_label": "GPT-5 2 chat",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-5 2 chat model, version 2025-12-11",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-5-2-chat.2025-12-11"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-5 2 chat (catalog version 2025-12-11) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-2-chat.2026-02-10": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-5-2-chat",
        "family_label": "GPT-5 2 chat",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-5 2 chat model, version 2026-02-10",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-5-2-chat.2026-02-10"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-5 2 chat (catalog version 2026-02-10) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-3-chat.2026-03-03": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-5-3-chat",
        "family_label": "GPT-5 3 chat",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-5 3 chat model, version 2026-03-03",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-5-3-chat.2026-03-03"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-5 3 chat (catalog version 2026-03-03) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-chat.2025-08-07": {
        "differentiators": [
          "Accepts text and image input and produces text output.",
          "Uses Chat Completions or Responses APIs; preview versions have a distinct lifecycle."
        ],
        "family_key": "model:openai:gpt-5-chat",
        "family_label": "GPT-5 chat",
        "limitations": "Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency. The exact catalog version is documented; this is not a launch-date claim.",
        "short": "OpenAI GPT-5 chat reasoning model, version 2025-08-07",
        "sources": [
          {
            "label": "GPT-5 chat documentation",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure#gpt-5"
          }
        ],
        "specificity": "exact",
        "summary": "A preview GPT-5 conversational variant rather than the GPT-5 reasoning model.",
        "title": "GPT-5 chat (catalog version 2025-08-07)",
        "use_cases": "Consider for conversational prototypes where preview lifecycle constraints are acceptable; validate the exact deployment and version.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-5-chat.2025-10-03": {
        "differentiators": [
          "Accepts text and image input and produces text output.",
          "Uses Chat Completions or Responses APIs; preview versions have a distinct lifecycle."
        ],
        "family_key": "model:openai:gpt-5-chat",
        "family_label": "GPT-5 chat",
        "limitations": "Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency. The exact catalog version is documented; this is not a launch-date claim.",
        "short": "OpenAI GPT-5 chat reasoning model, version 2025-10-03",
        "sources": [
          {
            "label": "GPT-5 chat documentation",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure#gpt-5"
          }
        ],
        "specificity": "exact",
        "summary": "A preview GPT-5 conversational variant rather than the GPT-5 reasoning model.",
        "title": "GPT-5 chat (catalog version 2025-10-03)",
        "use_cases": "Consider for conversational prototypes where preview lifecycle constraints are acceptable; validate the exact deployment and version.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-live-1.2026-09-10": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-live-1",
        "family_label": "GPT-live 1",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-live 1 model, version 2026-09-10",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-live-1.2026-09-10"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-live 1 (catalog version 2026-09-10) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-live-transcribe.2026-07-28": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-live-transcribe",
        "family_label": "GPT-live transcribe",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-live transcribe model, version 2026-07-28",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-live-transcribe.2026-07-28"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-live transcribe (catalog version 2026-07-28) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-1-5.2026-02-23": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-1-5",
        "family_label": "GPT-realtime 1 5",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime 1 5 model, version 2026-02-23",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-1-5.2026-02-23"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime 1 5 (catalog version 2026-02-23) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-2-1-mini.2026-07-07": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-2-1-mini",
        "family_label": "GPT-realtime 2 1 mini",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime 2 1 mini model, version 2026-07-07",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-2-1-mini.2026-07-07"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime 2 1 mini (catalog version 2026-07-07) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-2-1.2026-07-07": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-2-1",
        "family_label": "GPT-realtime 2 1",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime 2 1 model, version 2026-07-07",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-2-1.2026-07-07"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime 2 1 (catalog version 2026-07-07) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-2.2026-05-06": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-2",
        "family_label": "GPT-realtime 2",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime 2 model, version 2026-05-06",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-2.2026-05-06"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime 2 (catalog version 2026-05-06) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-mini.2025-10-06": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-mini",
        "family_label": "GPT-realtime mini",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime mini model, version 2025-10-06",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-mini.2025-10-06"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime mini (catalog version 2025-10-06) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-mini.2025-12-15": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-mini",
        "family_label": "GPT-realtime mini",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime mini model, version 2025-12-15",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-mini.2025-12-15"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime mini (catalog version 2025-12-15) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-translate.2026-05-06": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-translate",
        "family_label": "GPT-realtime translate",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime translate model, version 2026-05-06",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-translate.2026-05-06"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime translate (catalog version 2026-05-06) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime-whisper.2026-05-06": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime-whisper",
        "family_label": "GPT-realtime whisper",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime whisper model, version 2026-05-06",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime-whisper.2026-05-06"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime whisper (catalog version 2026-05-06) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-realtime.2025-08-28": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-realtime",
        "family_label": "GPT-realtime",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-realtime model, version 2025-08-28",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-realtime.2025-08-28"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-realtime (catalog version 2025-08-28) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.gpt-transcribe.2026-07-28": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:gpt-transcribe",
        "family_label": "GPT-transcribe",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI GPT-transcribe model, version 2026-07-28",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.gpt-transcribe.2026-07-28"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "GPT-transcribe (catalog version 2026-07-28) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "aiModels.openai.sora-2.2025-10-06": {
        "differentiators": [
          "Catalog presence identifies a provider/model/version candidate, not its tested abilities.",
          "Context limits, input/output modalities, licensing, and tool support need exact-model review."
        ],
        "family_key": "model:openai:sora-2",
        "family_label": "sora 2",
        "limitations": "No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "short": "OpenAI sora 2 model, version 2025-10-06",
        "sources": [
          {
            "label": "OpenAI model catalog (category only)",
            "url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure"
          },
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=aiModels.openai.sora-2.2025-10-06"
          }
        ],
        "specificity": "category",
        "summary": "A model identifier observed by this modality; exact capabilities are not verified.",
        "title": "sora 2 (catalog version 2025-10-06) - OpenAI",
        "use_cases": "Use the linked provider/catalog documentation to evaluate this exact model before adoption.",
        "verified_on": "2026-09-06"
      },
      "containerApps.apps": {
        "differentiators": [
          "Supports HTTPS or TCP ingress and multiple application revisions.",
          "Scaling can respond to HTTP traffic or configured event-driven rules."
        ],
        "family_key": "containerApps.apps",
        "family_label": "apps Container Apps capability",
        "limitations": "Only the Microsoft.App resource type's advertised locations are checked. This is not quota, capacity, deployment, or Dapr runtime execution evidence.",
        "short": "A containerized service rather than a run-to-completion job",
        "sources": [
          {
            "label": "Container Apps application",
            "url": "https://learn.microsoft.com/en-us/azure/container-apps/overview"
          }
        ],
        "specificity": "exact",
        "summary": "A containerized service rather than a run-to-completion job.",
        "title": "Container Apps application",
        "use_cases": "Consider for HTTP APIs, microservices, and continuously operating event consumers; confirm the deployment prerequisites.",
        "verified_on": "2026-09-06"
      },
      "containerApps.connectedEnvironments": {
        "differentiators": [
          "Uses a connected cluster, Container Apps extension, and custom location.",
          "Underlying Kubernetes infrastructure is distinct from an Azure-managed environment."
        ],
        "family_key": "containerApps.connectedEnvironments",
        "family_label": "connectedEnvironments Container Apps capability",
        "limitations": "Only the Microsoft.App resource type's advertised locations are checked. This is not quota, capacity, deployment, or Dapr runtime execution evidence.",
        "short": "An environment for Container Apps on an Azure Arc-enabled Kubernetes cluster",
        "sources": [
          {
            "label": "Container Apps connected environment on Azure Arc",
            "url": "https://learn.microsoft.com/en-us/azure/container-apps/azure-arc-overview"
          }
        ],
        "specificity": "exact",
        "summary": "An environment for Container Apps on an Azure Arc-enabled Kubernetes cluster.",
        "title": "Container Apps connected environment on Azure Arc",
        "use_cases": "Consider for running Container Apps on supported Arc-connected infrastructure you operate; confirm the deployment prerequisites.",
        "verified_on": "2026-09-06"
      },
      "containerApps.daprComponents": {
        "differentiators": [
          "Provides pluggable connections to supporting external services.",
          "Components can be shared or scoped to specific Dapr application IDs.",
          "This resource is a component configuration, not a new Dapr runtime release."
        ],
        "family_key": "containerApps.daprComponents",
        "family_label": "daprComponents Container Apps capability",
        "limitations": "Only the Microsoft.App resource type's advertised locations are checked. This is not quota, capacity, deployment, or Dapr runtime execution evidence.",
        "short": "Environment-level configuration connecting Dapr applications to backing services",
        "sources": [
          {
            "label": "Container Apps Dapr component configuration",
            "url": "https://learn.microsoft.com/en-us/azure/container-apps/dapr-components"
          }
        ],
        "specificity": "exact",
        "summary": "Environment-level configuration connecting Dapr applications to backing services.",
        "title": "Container Apps Dapr component configuration",
        "use_cases": "Consider for configuring shared or app-scoped service integrations for Dapr-enabled applications; confirm the deployment prerequisites.",
        "verified_on": "2026-09-06"
      },
      "containerApps.jobs": {
        "differentiators": [
          "Executions can start manually, on a schedule, or in response to events.",
          "Jobs share environment networking and logging with container apps."
        ],
        "family_key": "containerApps.jobs",
        "family_label": "jobs Container Apps capability",
        "limitations": "Only the Microsoft.App resource type's advertised locations are checked. This is not quota, capacity, deployment, or Dapr runtime execution evidence.",
        "short": "A containerized task that runs to completion and stops",
        "sources": [
          {
            "label": "Container Apps job",
            "url": "https://learn.microsoft.com/en-us/azure/container-apps/jobs"
          }
        ],
        "specificity": "exact",
        "summary": "A containerized task that runs to completion and stops.",
        "title": "Container Apps job",
        "use_cases": "Consider for batch processing and bounded, scheduled or event-triggered tasks; confirm the deployment prerequisites.",
        "verified_on": "2026-09-06"
      },
      "containerApps.managedEnvironments": {
        "differentiators": [
          "Groups apps and jobs with shared networking and logging configuration.",
          "Workload-profile environments can host Consumption and Dedicated profiles."
        ],
        "family_key": "containerApps.managedEnvironments",
        "family_label": "managedEnvironments Container Apps capability",
        "limitations": "Only the Microsoft.App resource type's advertised locations are checked. This is not quota, capacity, deployment, or Dapr runtime execution evidence.",
        "short": "An Azure-managed boundary for related container apps and jobs",
        "sources": [
          {
            "label": "Container Apps managed environment",
            "url": "https://learn.microsoft.com/en-us/azure/container-apps/environment"
          }
        ],
        "specificity": "exact",
        "summary": "An Azure-managed boundary for related container apps and jobs.",
        "title": "Container Apps managed environment",
        "use_cases": "Consider for grouping related services while planning their network and logging boundaries; confirm the deployment prerequisites.",
        "verified_on": "2026-09-06"
      },
      "extensionTypes.microsoft.arcflexnodetrustauthority": {
        "differentiators": [
          "The probe observes a regional extension-type catalog, not installed cluster software.",
          "The exact extension's purpose and cluster requirements have not been verified."
        ],
        "family_key": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "family_label": "microsoft.arcflexnodetrustauthority AKS extension",
        "limitations": "Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "short": "Microsoft AKS extension type not yet mapped to documentation",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority"
          },
          {
            "label": "AKS cluster extension platform",
            "url": "https://learn.microsoft.com/en-us/azure/aks/cluster-extensions"
          }
        ],
        "specificity": "unverified",
        "summary": "A regional extension catalog identifier without a verified exact product mapping.",
        "title": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "use_cases": "Check the exact extension's documentation and cluster prerequisites before use.",
        "verified_on": ""
      },
      "vmSkus.basic.a0": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.basic.a0",
        "family_label": "Basic A0 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a0"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Basic A0 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.basic.a1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.basic.a1",
        "family_label": "Basic A1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Basic A1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.basic.a2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.basic.a2",
        "family_label": "Basic A2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Basic A2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.basic.a3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.basic.a3",
        "family_label": "Basic A3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Basic A3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.basic.a4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.basic.a4",
        "family_label": "Basic A4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Basic A4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.a0": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.a0",
        "family_label": "Standard A0 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard A0 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.a1": {
        "differentiators": [
          "The name encodes 1 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 1 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A1 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a10": {
        "differentiators": [
          "The name encodes 10 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 10 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A10 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a11": {
        "differentiators": [
          "The name encodes 11 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 11 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A11 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a2": {
        "differentiators": [
          "The name encodes 2 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 2 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A2 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a3": {
        "differentiators": [
          "The name encodes 3 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 3 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A3 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a4": {
        "differentiators": [
          "The name encodes 4 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 4 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A4 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a5": {
        "differentiators": [
          "The name encodes 5 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 5 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A5 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a6": {
        "differentiators": [
          "The name encodes 6 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 6 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A6 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a7": {
        "differentiators": [
          "The name encodes 7 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 7 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A7 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a8": {
        "differentiators": [
          "The name encodes 8 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 8 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A8 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.a9": {
        "differentiators": [
          "The name encodes 9 vCPUs."
        ],
        "family_key": "vm:A:v1",
        "family_label": "A-series \u00b7 entry-level general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Entry-level general purpose, 9 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Entry-level general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/a-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_A9 - Entry-level general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b16pls.v2": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 16 vCPUs, ARM-based, low memory, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B16pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B16pls_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b16ps.v2": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 16 vCPUs, ARM-based, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B16ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B16ps_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b2pls.v2": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 2 vCPUs, ARM-based, low memory, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B2pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B2pls_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b2ps.v2": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 2 vCPUs, ARM-based, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B2ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B2ps_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b2pts.v2": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "t = tiny memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 2 vCPUs, ARM-based, tiny memory, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B2pts_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B2pts_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b4pls.v2": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 4 vCPUs, ARM-based, low memory, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B4pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B4pls_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b4ps.v2": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 4 vCPUs, ARM-based, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B4ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B4ps_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b8pls.v2": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 8 vCPUs, ARM-based, low memory, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B8pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B8pls_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.b8ps.v2": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:B:v2",
        "family_label": "Bv2-series \u00b7 burstable general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Burstable general purpose, 8 vCPUs, ARM-based, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Burstable general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/b-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_B8ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_B8ps_v2 - Burstable general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d1": {
        "differentiators": [
          "The name encodes 1 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 1 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D1 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D1 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d11": {
        "differentiators": [
          "The name encodes 11 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 11 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D11 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D11 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d12": {
        "differentiators": [
          "The name encodes 12 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 12 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D12 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D12 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128ads.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128alds.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128als.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128as.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128ds.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128lds.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Sizes in series Remote Storage Remote (uncached) storage info for each size Size Name Max Remote Storage Disks (Qty.) Uncached Premium SSD IOPS Uncached Premium SSD Throughput (MBp",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#sizes-in-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128ls.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128s.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 128 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D128s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D128s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d13": {
        "differentiators": [
          "The name encodes 13 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 13 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D13 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D13 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d14": {
        "differentiators": [
          "The name encodes 14 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 14 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D14 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D14 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d160ads.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 160 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D160ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D160ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d160alds.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 160 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D160alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D160alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d160als.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 160 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D160als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D160als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d160as.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 160 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D160as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D160as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ads.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16alds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16als.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16as.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16lds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Sizes in series Remote Storage Remote (uncached) storage info for each size Size Name Max Remote Storage Disks (Qty.) Uncached Premium SSD IOPS Uncached Premium SSD Throughput (MBp",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#sizes-in-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ls.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16pds.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16pds.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16plds.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16plds.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16pls.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16pls.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ps.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ps.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16s.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 16 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D16s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D16s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d192ds.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 192 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D192ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D192ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d192lds.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 192 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D192lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D192lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d192ls.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 192 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D192ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D192ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d192s.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 192 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D192s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D192s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2": {
        "differentiators": [
          "The name encodes 2 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d248ds.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 248 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D248ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D248ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d248lds.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 248 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D248lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D248lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d248ls.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 248 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D248ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D248ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d248s.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 248 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D248s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D248s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ads.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2alds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2als.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2as.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2lds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ls.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2pds.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2pds.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2plds.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2plds.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2pls.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2pls.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ps.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ps.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2s.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 2 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D2s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D2s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d3": {
        "differentiators": [
          "The name encodes 3 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 3 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D3 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D3 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ads.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32alds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32als.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32as.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32lds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ls.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32pds.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32pds.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32plds.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32plds.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32pls.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32pls.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ps.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ps.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32s.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 32 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D32s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D32s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d372ds.v7": {
        "differentiators": [
          "The name encodes 372 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 372 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D372ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D372ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d372s.v7": {
        "differentiators": [
          "The name encodes 372 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 372 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D372s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D372s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4": {
        "differentiators": [
          "The name encodes 4 vCPUs."
        ],
        "family_key": "vm:D:v1",
        "family_label": "D-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ads.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48alds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48als.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48as.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48lds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ls.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48pds.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48pds.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48plds.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48plds.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48pls.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48pls.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ps.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ps.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48s.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 48 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D48s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D48s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ads.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4alds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4als.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4as.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4lds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ls.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4pds.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4pds.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4plds.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4plds.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4pls.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4pls.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ps.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ps.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4s.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 4 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D4s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D4s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ads.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64alds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64als.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64as.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64lds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ls.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64pds.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64pds.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64plds.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64plds.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64pls.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64pls.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ps.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ps.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64s.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 64 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D64s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D64s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ads.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8alds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8als.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8as.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8lds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ls.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8pds.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8pds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8pds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8pds.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8plds.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8plds_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8plds_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8plds.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8pls.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, low memory, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8pls_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8pls_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8pls.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ps.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:D:v5",
        "family_label": "Dv5-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8ps_v5 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8ps_v5 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ps.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8s.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 8 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D8s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D8s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96ads.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96ads_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96alds.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Daldsv7 sizes series Daldsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPUs, ",
          "title": "Daldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/daldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96alds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96alds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96als.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dalsv7 sizes series Dalsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Dalsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dalsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96als_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96als_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96as.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dasv7 sizes series Dasv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 64",
          "title": "Dasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96as_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96as_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96ds.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Ddsv7 sizes series Ddsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency is 4.2 GHz",
          "title": "Ddsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/ddsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96ds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96ds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96lds.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dldsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 4",
          "title": "Dldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dldsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96lds_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96lds_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96ls.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dlsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 248 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 4 - 49",
          "title": "Dlsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dlsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96ls_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96ls_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96pds.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96pds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96pds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96plds.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, ARM-based, low memory, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96plds_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96plds_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96pls.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, ARM-based, low memory, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96pls_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96pls_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96ps.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:D:v6",
        "family_label": "Dv6-series \u00b7 general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96ps_v6 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96ps_v6 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96s.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:D:v7",
        "family_label": "Dv7-series \u00b7 general purpose",
        "learn_reference": {
          "excerpt": "Dsv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel Xeon 6 6973PC (Granite Rapids) [x86-64] Memory 8 - 1,4",
          "title": "Dsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dsv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "General purpose, 96 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "General purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_D96s_v7 is a general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_D96s_v7 - General purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16ads.cc.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16ads.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16as.cc.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16as.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16ds.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16eds.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16es.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc16s.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 16 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC16s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC16s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc1ds.v3": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 1 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC1ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC1ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc1s.v2": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:DC:v2",
        "family_label": "DCv2-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCsv2 sizes series The DCsv2-series virtual machines help protect the confidentiality and integrity of your data and code while it's processed in the public cloud. DCsv2-series leverage Intel\u00ae Softwar",
          "title": "DCsv2 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcsv2-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 1 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc1s.v3": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 1 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC1s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC1s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc24ds.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 24 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC24ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC24ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc24s.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 24 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC24s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC24s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2ads.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2as.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2ds.v3": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2eds.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2es.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2s": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:DC:v1",
        "family_label": "DC-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2s - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2s.v2": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:DC:v2",
        "family_label": "DCv2-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCsv2 sizes series The DCsv2-series virtual machines help protect the confidentiality and integrity of your data and code while it's processed in the public cloud. DCsv2-series leverage Intel\u00ae Softwar",
          "title": "DCsv2 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcsv2-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2s_v2 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc2s.v3": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 2 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC2s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC2s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32ads.cc.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32ads.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32as.cc.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32as.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32ds.v3": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32eds.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32es.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc32s.v3": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 32 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC32s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC32s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48ads.cc.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48ads.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48as.cc.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48as.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48ds.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48eds.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48es.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc48s.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 48 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC48s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC48s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4ads.cc.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4ads.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4as.cc.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4as.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4ds.v3": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4eds.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4es.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4s": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:DC:v1",
        "family_label": "DC-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4s - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4s.v2": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:DC:v2",
        "family_label": "DCv2-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCsv2 sizes series The DCsv2-series virtual machines help protect the confidentiality and integrity of your data and code while it's processed in the public cloud. DCsv2-series leverage Intel\u00ae Softwar",
          "title": "DCsv2 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcsv2-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc4s.v3": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 4 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC4s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC4s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64ads.cc.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64ads.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64as.cc.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64as.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCasv5 sizes series DCasv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threaded ",
          "title": "DCasv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcasv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64eds.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc64es.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 64 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC64es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8.v2": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:DC:v2",
        "family_label": "DCv2-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8_v2 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8ads.cc.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8ads.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "learn_reference": {
          "excerpt": "DCadsv5 sizes series DCadsv5-series VMs offer a combination of vCPU and memory for most production workloads. These confidential VMs use AMD's third-Generation EPYC\u2122 7763v processor in a multi-threade",
          "title": "DCadsv5 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dcadsv5-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8as.cc.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8as.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8ds.v3": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8ds_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8eds.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8es.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8s": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:DC:v1",
        "family_label": "DC-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8s - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc8s.v3": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:DC:v3",
        "family_label": "DCv3-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 8 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC8s_v3 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC8s_v3 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96ads.cc.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96ads.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96ads_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96as.cc.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96as.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96as_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96eds.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96eds_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.dc96es.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:DC:v5",
        "family_label": "DCv5-series \u00b7 confidential general purpose",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential general purpose, 96 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential general purpose family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/dc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention.",
        "title": "Standard_DC96es_v5 - Confidential general purpose VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ds1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds1",
        "family_label": "Standard Ds1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds11": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds11",
        "family_label": "Standard Ds11 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds11"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds11 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds12": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds12",
        "family_label": "Standard Ds12 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds12"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds12 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds13": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds13",
        "family_label": "Standard Ds13 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds13"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds13 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds14": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds14",
        "family_label": "Standard Ds14 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds14"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds14 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds2",
        "family_label": "Standard Ds2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds3",
        "family_label": "Standard Ds3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ds4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ds4",
        "family_label": "Standard Ds4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ds4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.32ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.32ads.v7",
        "family_label": "Standard E128 32ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 32ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.32as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.32as.v7",
        "family_label": "Standard E128 32as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 32as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.32ds.v6": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.32ds.v6",
        "family_label": "Standard E128 32ds V6 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32ds.v6"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 32ds V6 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.32s.v6": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.32s.v6",
        "family_label": "Standard E128 32s V6 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32s.v6"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 32s V6 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.64ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.64ads.v7",
        "family_label": "Standard E128 64ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 64ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.64as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.64as.v7",
        "family_label": "Standard E128 64as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 64as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.64ds.v6": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.64ds.v6",
        "family_label": "Standard E128 64ds V6 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64ds.v6"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 64ds V6 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128.64s.v6": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e128.64s.v6",
        "family_label": "Standard E128 64s V6 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64s.v6"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E128 64s V6 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e128ads.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128as.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128ds.v6": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128ds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128ds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128ds.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128nds.v6": {
        "differentiators": [
          "128 vCPUs and 1024 GiB RAM, from the documented size table.",
          "Memory-optimized configuration with 8 GiB per vCPU.",
          "Local temporary disks (d) provide scratch space; keep durable data elsewhere.",
          "Network-optimized (n): accelerated connection setup and higher bandwidth per vCPU; Premium SSD-compatible (s)."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "Memory optimized, 128 vCPUs, network optimized, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Endsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_E128nds_v6 - network-optimized memory-optimized VM",
        "use_cases": "Evaluate for memory-intensive databases and caches; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128ns.v6": {
        "differentiators": [
          "128 vCPUs and 1024 GiB RAM, from the documented size table.",
          "Memory-optimized configuration with 8 GiB per vCPU.",
          "No local temporary disk; use remote managed disks for persistent storage.",
          "Network-optimized (n): accelerated connection setup and higher bandwidth per vCPU; Premium SSD-compatible (s)."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "Memory optimized, 128 vCPUs, network optimized, premium SSD capable, v6",
        "sources": [
          {
            "label": "Ensv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_E128ns_v6 - network-optimized memory-optimized VM",
        "use_cases": "Evaluate for memory-intensive databases and caches; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128s.v6": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128s_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128s_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e128s.v7": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 128 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E128s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E128s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16.4ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e16.4ads.v7",
        "family_label": "Standard E16 4ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.4ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E16 4ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e16.4as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e16.4as.v7",
        "family_label": "Standard E16 4as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.4as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E16 4as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e16.8ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e16.8ads.v7",
        "family_label": "Standard E16 8ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.8ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E16 8ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e16.8as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e16.8as.v7",
        "family_label": "Standard E16 8as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.8as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E16 8as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e160ads.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 160 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E160ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E160ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e160as.v7": {
        "differentiators": [
          "The name encodes 160 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 160 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E160as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E160as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16ads.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16as.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16ds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16pds.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16pds.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16ps.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16ps.v6": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e16s.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 16 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E16s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E16s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e192ds.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 192 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E192ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E192ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e192ids.v6": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 192 vCPUs, isolated, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E192ids_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E192ids_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e192is.v6": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 192 vCPUs, isolated, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E192is_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E192is_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e192s.v7": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 192 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E192s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E192s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e20ds.v7": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 20 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E20ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E20ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e20pds.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 20 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E20pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E20pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e20ps.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 20 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E20ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E20ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e20s.v7": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 20 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E20s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E20s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e248ds.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 248 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E248ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E248ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e248s.v7": {
        "differentiators": [
          "The name encodes 248 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 248 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E248s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E248s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2ads.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2as.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2ds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2pds.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2pds.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2ps.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2ps.v6": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e2s.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 2 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E2s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E2s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32.16ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e32.16ads.v7",
        "family_label": "Standard E32 16ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.16ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E32 16ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e32.16as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e32.16as.v7",
        "family_label": "Standard E32 16as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.16as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E32 16as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e32.8ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e32.8ads.v7",
        "family_label": "Standard E32 8ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.8ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E32 8ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e32.8as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e32.8as.v7",
        "family_label": "Standard E32 8as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.8as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E32 8as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e32ads.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32as.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32ds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32pds.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32pds.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32ps.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32ps.v6": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e32s.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 32 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E32s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E32s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e372ids.v7": {
        "differentiators": [
          "The name encodes 372 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 372 vCPUs, isolated, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E372ids_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E372ids_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e372is.v7": {
        "differentiators": [
          "The name encodes 372 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 372 vCPUs, isolated, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E372is_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E372is_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4.2ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e4.2ads.v7",
        "family_label": "Standard E4 2ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e4.2ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E4 2ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e4.2as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e4.2as.v7",
        "family_label": "Standard E4 2as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e4.2as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E4 2as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e48ads.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e48as.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e48ds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e48pds.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e48ps.v6": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e48s.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 48 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E48s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E48s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4ads.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4as.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4ds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4pds.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4pds.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4ps.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4ps.v6": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e4s.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 4 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E4s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E4s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64.16ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e64.16ads.v7",
        "family_label": "Standard E64 16ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.16ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E64 16ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e64.16as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e64.16as.v7",
        "family_label": "Standard E64 16as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.16as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E64 16as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e64.32ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e64.32ads.v7",
        "family_label": "Standard E64 32ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.32ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E64 32ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e64.32as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e64.32as.v7",
        "family_label": "Standard E64 32as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.32as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E64 32as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e64ads.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64as.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64ds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64i.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "i = isolated in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:E:v3",
        "family_label": "Ev3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, isolated, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64i_v3 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64is.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:E:v3",
        "family_label": "Ev3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, isolated, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64is_v3 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64pds.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64ps.v6": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e64s.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 64 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E64s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E64s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8.2ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e8.2ads.v7",
        "family_label": "Standard E8 2ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.2ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E8 2ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e8.2as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e8.2as.v7",
        "family_label": "Standard E8 2as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.2as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E8 2as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e8.4ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e8.4ads.v7",
        "family_label": "Standard E8 4ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.4ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E8 4ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e8.4as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e8.4as.v7",
        "family_label": "Standard E8 4as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.4as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E8 4as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e80ids.v4": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:E:v4",
        "family_label": "Ev4-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 80 vCPUs, isolated, local temp disk, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E80ids_v4 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E80ids_v4 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e80is.v4": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:E:v4",
        "family_label": "Ev4-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 80 vCPUs, isolated, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E80is_v4 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E80is_v4 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8ads.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8as.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8ds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Edsv7 sizes series Edsv7-series virtual machines run on the Intel\u00ae Xeon\u00ae 6 6973PC (Granite Rapids) processor reaching an all-core turbo clock speed of 3.6 GHz with a maximum turbo frequency of 4.2 GHz",
          "title": "Edsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/edsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8pds.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, ARM-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8pds_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8pds_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8pds.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8ps.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:E:v5",
        "family_label": "Ev5-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, ARM-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8ps_v5 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8ps_v5 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8ps.v6": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e8s.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Esv7 sizes series Host specifications Part Quantity^Count Units^ Specs^SKU ID, Performance Units, etc.^ --- --- --- Processor 2 - 372 vCPUs Intel@ Xeon\u00ae 6 processor 6973P-C(Granite Rapids) [x86-64] Me",
          "title": "Esv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/esv7-series#host-specifications"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 8 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E8s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E8s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96.24ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e96.24ads.v7",
        "family_label": "Standard E96 24ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.24ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E96 24ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e96.24as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e96.24as.v7",
        "family_label": "Standard E96 24as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.24as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E96 24as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e96.48ads.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e96.48ads.v7",
        "family_label": "Standard E96 48ads V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.48ads.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E96 48ads V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e96.48as.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.e96.48as.v7",
        "family_label": "Standard E96 48as V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.48as.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard E96 48as V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.e96ads.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
          "title": "Eadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96ads_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96as.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Easv7 sizes series Easv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and 12",
          "title": "Easv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/easv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96as_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96as_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96ds.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96ds_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96ds_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96ias.v4": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:E:v4",
        "family_label": "Ev4-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, isolated, AMD-based, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96ias_v4 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96ias_v4 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96pds.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, ARM-based, local temp disk, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96pds_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96pds_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96ps.v6": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "p = ARM-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:E:v6",
        "family_label": "Ev6-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, ARM-based, premium SSD capable, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96ps_v6 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96ps_v6 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.e96s.v7": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:E:v7",
        "family_label": "Ev7-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory optimized, 96 vCPUs, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_E96s_v7 is a memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_E96s_v7 - Memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec128eds.v5": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 128 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC128eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec128es.v5": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 128 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC128es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC128es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec128ieds.v5": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "i = isolated in the documented naming convention.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 128 vCPUs, isolated, confidential TDX, local temp disk, Premium SSD,",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC128ieds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC128ieds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec128ies.v5": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "i = isolated in the documented naming convention.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 128 vCPUs, isolated, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC128ies_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC128ies_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16ads.cc.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16ads.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16as.cc.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16as.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16eds.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec16es.v5": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 16 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC16es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC16es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec20ads.cc.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 20 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC20ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC20ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec20ads.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 20 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC20ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC20ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec20as.cc.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 20 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC20as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC20as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec20as.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 20 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC20as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC20as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec2ads.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 2 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC2ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC2ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec2as.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 2 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC2as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC2as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec2eds.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 2 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC2eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC2eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec2es.v5": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 2 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC2es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC2es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32ads.cc.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32ads.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32as.cc.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32as.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32eds.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec32es.v5": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 32 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC32es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC32es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48ads.cc.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48ads.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48as.cc.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48as.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48eds.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec48es.v5": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 48 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC48es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC48es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4ads.cc.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4ads.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4as.cc.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4as.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4eds.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec4es.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 4 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC4es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC4es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64ads.cc.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64ads.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64as.cc.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64as.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64eds.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec64es.v5": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 64 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC64es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC64es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8ads.cc.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8ads.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8as.cc.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8as.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8eds.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, confidential TDX, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8eds_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec8es.v5": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "e = confidential TDX in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 8 vCPUs, confidential TDX, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC8es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC8es_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96ads.cc.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96ads_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96ads.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96ads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96as.cc.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker CC.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, AMD-based, premium SSD capable, CC, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96as_CC_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96as.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96as_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96iads.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, isolated, AMD-based, local temp disk, Premium SSD, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96iads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96iads_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ec96ias.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:EC:v5",
        "family_label": "ECv5-series \u00b7 confidential memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential memory optimized, 96 vCPUs, isolated, AMD-based, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ec-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_EC96ias_v5 is a confidential memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_EC96ias_v5 - Confidential memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16.4amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f16.4amds.v7",
        "family_label": "Standard F16 4amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.4amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F16 4amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f16.4ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f16.4ams.v7",
        "family_label": "Standard F16 4ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.4ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F16 4ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f16.8amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f16.8amds.v7",
        "family_label": "Standard F16 8amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.8amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F16 8amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f16.8ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f16.8ams.v7",
        "family_label": "Standard F16 8ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.8ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F16 8ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f16ads.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16alds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16als.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16amds.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16ams.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f16as.v7": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 16 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F16as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F16as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1ads.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1alds.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1als.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1amds.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1ams.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f1as.v7": {
        "differentiators": [
          "The name encodes 1 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 1 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F1as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F1as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2.1amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f2.1amds.v7",
        "family_label": "Standard F2 1amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f2.1amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F2 1amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f2.1ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f2.1ams.v7",
        "family_label": "Standard F2 1ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f2.1ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F2 1ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f2ads.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2alds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2als.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2amds.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2ams.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f2as.v7": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 2 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F2as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F2as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32.16amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f32.16amds.v7",
        "family_label": "Standard F32 16amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.16amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F32 16amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f32.16ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f32.16ams.v7",
        "family_label": "Standard F32 16ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.16ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F32 16ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f32.8amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f32.8amds.v7",
        "family_label": "Standard F32 8amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.8amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F32 8amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f32.8ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f32.8ams.v7",
        "family_label": "Standard F32 8ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.8ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F32 8ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f32ads.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32alds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32als.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32amds.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32ams.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f32as.v7": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 32 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F32as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F32as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4.1amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f4.1amds.v7",
        "family_label": "Standard F4 1amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.1amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F4 1amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f4.1ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f4.1ams.v7",
        "family_label": "Standard F4 1ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.1ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F4 1ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f4.2amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f4.2amds.v7",
        "family_label": "Standard F4 2amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.2amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F4 2amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f4.2ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f4.2ams.v7",
        "family_label": "Standard F4 2ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.2ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F4 2ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f48ads.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f48alds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f48als.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f48amds.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f48ams.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f48as.v7": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 48 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F48as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F48as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4ads.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4alds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4als.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4amds.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4ams.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f4as.v7": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 4 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F4as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F4as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64.16amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f64.16amds.v7",
        "family_label": "Standard F64 16amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.16amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F64 16amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f64.16ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f64.16ams.v7",
        "family_label": "Standard F64 16ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.16ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F64 16ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f64.32amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f64.32amds.v7",
        "family_label": "Standard F64 32amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.32amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F64 32amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f64.32ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f64.32ams.v7",
        "family_label": "Standard F64 32ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.32ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F64 32ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f64ads.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fadsv7 sizes series The Fadsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fadsv7 VM series comes without Simultaneous ",
          "title": "Fadsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fadsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64alds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Faldsv7 sizes series The Faldsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Faldsv7 VM series comes without Simultaneo",
          "title": "Faldsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/faldsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64als.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Falsv7 sizes series The Falsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Falsv7 VM series comes without Simultaneous ",
          "title": "Falsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/falsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64amds.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famdsv7 sizes series The Famdsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famdsv7 VM series comes without Simultaneo",
          "title": "Famdsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famdsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64ams.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Famsv7 sizes series The Famsv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Famsv7-series VM comes without Simultaneous ",
          "title": "Famsv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/famsv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f64as.v7": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "learn_reference": {
          "excerpt": "Fasv7 sizes series The Fasv7-series utilizes AMD's 5th Generation EPYC\u2122 9005 processor that can achieve a boosted maximum frequency of up to 4.5 GHz. The Fasv7 VM series comes without Simultaneous Mul",
          "title": "Fasv7 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/compute-optimized/fasv7-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 64 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F64as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F64as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8.2amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f8.2amds.v7",
        "family_label": "Standard F8 2amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.2amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F8 2amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f8.2ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f8.2ams.v7",
        "family_label": "Standard F8 2ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.2ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F8 2ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f8.4amds.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f8.4amds.v7",
        "family_label": "Standard F8 4amds V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.4amds.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F8 4amds V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f8.4ams.v7": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.f8.4ams.v7",
        "family_label": "Standard F8 4ams V7 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.4ams.v7"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard F8 4ams V7 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.f80ads.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f80alds.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f80als.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f80amds.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f80ams.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f80as.v7": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 80 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F80as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F80as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8ads.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8ads_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8ads_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8alds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, low memory, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8alds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8alds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8als.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "l = low memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, low memory, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8als_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8als_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8amds.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, memory intensive, local temp disk, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8amds_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8amds_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8ams.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, memory intensive, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8ams_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8ams_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.f8as.v7": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v7."
        ],
        "family_key": "vm:F:v7",
        "family_label": "Fv7-series \u00b7 compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Compute optimized, 8 vCPUs, AMD-based, premium SSD capable, v7",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/compute-optimized/f-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_F8as_v7 is a compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_F8as_v7 - Compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.fx12.6mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx12.6mds.v2",
        "family_label": "Standard Fx12 6mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12.6mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx12 6mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx12.6ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx12.6ms.v2",
        "family_label": "Standard Fx12 6ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12.6ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx12 6ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx12mds": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx12mds",
        "family_label": "Standard Fx12mds VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx12mds VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx12mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx12mds.v2",
        "family_label": "Standard Fx12mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx12mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx12ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx12ms.v2",
        "family_label": "Standard Fx12ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx12ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16.4mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16.4mds.v2",
        "family_label": "Standard Fx16 4mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.4mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16 4mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16.4ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16.4ms.v2",
        "family_label": "Standard Fx16 4ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.4ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16 4ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16.8mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16.8mds.v2",
        "family_label": "Standard Fx16 8mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.8mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16 8mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16.8ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16.8ms.v2",
        "family_label": "Standard Fx16 8ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.8ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16 8ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16mds.v2",
        "family_label": "Standard Fx16mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx16ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx16ms.v2",
        "family_label": "Standard Fx16ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx16ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24.12mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24.12mds.v2",
        "family_label": "Standard Fx24 12mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24.12mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24 12mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24.12ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24.12ms.v2",
        "family_label": "Standard Fx24 12ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24.12ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24 12ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24.6mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24.6mds.v2",
        "family_label": "Standard Fx24 6mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24.6mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24 6mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24.6ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24.6ms.v2",
        "family_label": "Standard Fx24 6ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24.6ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24 6ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24mds": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24mds",
        "family_label": "Standard Fx24mds VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24mds VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24mds.v2",
        "family_label": "Standard Fx24mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx24ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx24ms.v2",
        "family_label": "Standard Fx24ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx24ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx2mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx2mds.v2",
        "family_label": "Standard Fx2mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx2mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx2mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx2ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx2ms.v2",
        "family_label": "Standard Fx2ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx2ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx2ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32.16mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32.16mds.v2",
        "family_label": "Standard Fx32 16mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.16mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32 16mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32.16ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32.16ms.v2",
        "family_label": "Standard Fx32 16ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.16ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32 16ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32.8mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32.8mds.v2",
        "family_label": "Standard Fx32 8mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.8mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32 8mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32.8ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32.8ms.v2",
        "family_label": "Standard Fx32 8ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.8ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32 8ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32mds.v2",
        "family_label": "Standard Fx32mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx32ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx32ms.v2",
        "family_label": "Standard Fx32ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx32ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx36mds": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx36mds",
        "family_label": "Standard Fx36mds VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx36mds"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx36mds VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx4.2mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx4.2mds.v2",
        "family_label": "Standard Fx4 2mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4.2mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx4 2mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx4.2ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx4.2ms.v2",
        "family_label": "Standard Fx4 2ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4.2ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx4 2ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48.12mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48.12mds.v2",
        "family_label": "Standard Fx48 12mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.12mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48 12mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48.12ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48.12ms.v2",
        "family_label": "Standard Fx48 12ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.12ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48 12ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48.24mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48.24mds.v2",
        "family_label": "Standard Fx48 24mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.24mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48 24mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48.24ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48.24ms.v2",
        "family_label": "Standard Fx48 24ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.24ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48 24ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48mds": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48mds",
        "family_label": "Standard Fx48mds VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48mds"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48mds VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48mds.v2",
        "family_label": "Standard Fx48mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx48ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx48ms.v2",
        "family_label": "Standard Fx48ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx48ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx4mds": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx4mds",
        "family_label": "Standard Fx4mds VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx4mds VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx4mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx4mds.v2",
        "family_label": "Standard Fx4mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx4mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx4ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx4ms.v2",
        "family_label": "Standard Fx4ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx4ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64.16mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64.16mds.v2",
        "family_label": "Standard Fx64 16mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.16mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64 16mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64.16ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64.16ms.v2",
        "family_label": "Standard Fx64 16ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.16ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64 16ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64.32mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64.32mds.v2",
        "family_label": "Standard Fx64 32mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.32mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64 32mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64.32ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64.32ms.v2",
        "family_label": "Standard Fx64 32ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.32ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64 32ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64mds.v2",
        "family_label": "Standard Fx64mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx64ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx64ms.v2",
        "family_label": "Standard Fx64ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx64ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8.2mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8.2mds.v2",
        "family_label": "Standard Fx8 2mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.2mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8 2mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8.2ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8.2ms.v2",
        "family_label": "Standard Fx8 2ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.2ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8 2ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8.4mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8.4mds.v2",
        "family_label": "Standard Fx8 4mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.4mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8 4mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8.4ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8.4ms.v2",
        "family_label": "Standard Fx8 4ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.4ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8 4ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8mds.v2",
        "family_label": "Standard Fx8mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx8ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx8ms.v2",
        "family_label": "Standard Fx8ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx8ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96.24mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96.24mds.v2",
        "family_label": "Standard Fx96 24mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.24mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96 24mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96.24ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96.24ms.v2",
        "family_label": "Standard Fx96 24ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.24ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96 24ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96.48mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96.48mds.v2",
        "family_label": "Standard Fx96 48mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.48mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96 48mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96.48ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96.48ms.v2",
        "family_label": "Standard Fx96 48ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.48ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96 48ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96mds.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96mds.v2",
        "family_label": "Standard Fx96mds V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96mds.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96mds V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.fx96ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.fx96ms.v2",
        "family_label": "Standard Fx96ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Fx96ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.g1": {
        "differentiators": [
          "The name encodes 1 vCPUs."
        ],
        "family_key": "vm:G:v1",
        "family_label": "G-series \u00b7 memory and storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory and storage optimized, 1 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory and storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/g-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_G1 is a memory and storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_G1 - Memory and storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.g2": {
        "differentiators": [
          "The name encodes 2 vCPUs."
        ],
        "family_key": "vm:G:v1",
        "family_label": "G-series \u00b7 memory and storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory and storage optimized, 2 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory and storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/g-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_G2 is a memory and storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_G2 - Memory and storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.g3": {
        "differentiators": [
          "The name encodes 3 vCPUs."
        ],
        "family_key": "vm:G:v1",
        "family_label": "G-series \u00b7 memory and storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory and storage optimized, 3 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory and storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/g-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_G3 is a memory and storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_G3 - Memory and storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.g4": {
        "differentiators": [
          "The name encodes 4 vCPUs."
        ],
        "family_key": "vm:G:v1",
        "family_label": "G-series \u00b7 memory and storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory and storage optimized, 4 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory and storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/g-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_G4 is a memory and storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_G4 - Memory and storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.g5": {
        "differentiators": [
          "The name encodes 5 vCPUs."
        ],
        "family_key": "vm:G:v1",
        "family_label": "G-series \u00b7 memory and storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Memory and storage optimized, 5 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Memory and storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/g-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_G5 is a memory and storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_G5 - Memory and storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.gs1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs1",
        "family_label": "Standard Gs1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs2",
        "family_label": "Standard Gs2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs3",
        "family_label": "Standard Gs3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs4",
        "family_label": "Standard Gs4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs4.4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs4.4",
        "family_label": "Standard Gs4 4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs4 4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs4.8": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs4.8",
        "family_label": "Standard Gs4 8 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.8"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs4 8 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs5",
        "family_label": "Standard Gs5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs5.16": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs5.16",
        "family_label": "Standard Gs5 16 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.16"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs5 16 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.gs5.8": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.gs5.8",
        "family_label": "Standard Gs5 8 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.8"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Gs5 8 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.h16": {
        "differentiators": [
          "The name encodes 16 vCPUs."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16.promo": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16m": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "m = memory intensive in the documented naming convention."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, memory intensive",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16m - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16m.promo": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, memory intensive, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16m_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16mr": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "r = RDMA in the documented naming convention."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, memory intensive, RDMA",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16mr - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16mr.promo": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, memory intensive, RDMA, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16mr_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16r": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "r = RDMA in the documented naming convention."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, RDMA",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16r - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h16r.promo": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 16 vCPUs, RDMA, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H16r_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h8": {
        "differentiators": [
          "The name encodes 8 vCPUs."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 8 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H8 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h8.promo": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 8 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H8_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h8m": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "m = memory intensive in the documented naming convention."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 8 vCPUs, memory intensive",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H8m - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.h8m.promo": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:H:v1",
        "family_label": "H-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 8 vCPUs, memory intensive, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/h-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_H8m_PROMO - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hb120.16rs.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.16rs.v2",
        "family_label": "Standard Hb120 16rs V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 16rs V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.16rs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.16rs.v3",
        "family_label": "Standard Hb120 16rs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 16rs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.32rs.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.32rs.v2",
        "family_label": "Standard Hb120 32rs V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 32rs V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.32rs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.32rs.v3",
        "family_label": "Standard Hb120 32rs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 32rs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.64rs.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.64rs.v2",
        "family_label": "Standard Hb120 64rs V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 64rs V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.64rs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.64rs.v3",
        "family_label": "Standard Hb120 64rs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 64rs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.96rs.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.96rs.v2",
        "family_label": "Standard Hb120 96rs V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 96rs V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120.96rs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb120.96rs.v3",
        "family_label": "Standard Hb120 96rs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb120 96rs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb120rs.v2": {
        "differentiators": [
          "The name encodes 120 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:HB:v2",
        "family_label": "HBv2-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 120 vCPUs, RDMA, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hb-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HB120rs_v2 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HB120rs_v2 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hb120rs.v3": {
        "differentiators": [
          "The name encodes 120 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:HB:v3",
        "family_label": "HBv3-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 120 vCPUs, RDMA, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hb-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HB120rs_v3 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hb176.144rs.v4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb176.144rs.v4",
        "family_label": "Standard Hb176 144rs V4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb176 144rs V4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb176.24rs.v4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb176.24rs.v4",
        "family_label": "Standard Hb176 24rs V4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb176 24rs V4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb176.48rs.v4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb176.48rs.v4",
        "family_label": "Standard Hb176 48rs V4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb176 48rs V4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb176.96rs.v4": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb176.96rs.v4",
        "family_label": "Standard Hb176 96rs V4 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb176 96rs V4 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb176rs.v4": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:HB:v4",
        "family_label": "HBv4-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 176 vCPUs, RDMA, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hb-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HB176rs_v4 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hb368.144rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.144rs.v5",
        "family_label": "Standard Hb368 144rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 144rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.192rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.192rs.v5",
        "family_label": "Standard Hb368 192rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 192rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.240rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.240rs.v5",
        "family_label": "Standard Hb368 240rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 240rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.288rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.288rs.v5",
        "family_label": "Standard Hb368 288rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 288rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.336rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.336rs.v5",
        "family_label": "Standard Hb368 336rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 336rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.48rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.48rs.v5",
        "family_label": "Standard Hb368 48rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 48rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368.96rs.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb368.96rs.v5",
        "family_label": "Standard Hb368 96rs V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb368 96rs V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb368rs.v5": {
        "differentiators": [
          "The name encodes 368 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:HB:v5",
        "family_label": "HBv5-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 368 vCPUs, RDMA, premium SSD capable, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hb-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HB368rs_v5 - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hb60.15rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb60.15rs",
        "family_label": "Standard Hb60 15rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb60 15rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb60.30rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb60.30rs",
        "family_label": "Standard Hb60 30rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb60 30rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb60.45rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hb60.45rs",
        "family_label": "Standard Hb60 45rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hb60 45rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hb60rs": {
        "differentiators": [
          "The name encodes 60 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:HB:v1",
        "family_label": "HB-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 60 vCPUs, RDMA, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hb-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HB60rs - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hc44.16rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hc44.16rs",
        "family_label": "Standard Hc44 16rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.16rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hc44 16rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hc44.32rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hc44.32rs",
        "family_label": "Standard Hc44 32rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.32rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hc44 32rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hc44rs": {
        "differentiators": [
          "The name encodes 44 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:HC:v1",
        "family_label": "HC-series \u00b7 high performance compute",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "High performance compute, 44 vCPUs, RDMA, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "High performance compute family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/high-performance-compute/hc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_HC44rs is a high performance compute VM size decoded from Azure's naming convention.",
        "title": "Standard_HC44rs - High performance compute VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.hx176.144rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hx176.144rs",
        "family_label": "Standard Hx176 144rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hx176 144rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hx176.24rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hx176.24rs",
        "family_label": "Standard Hx176 24rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hx176 24rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hx176.48rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hx176.48rs",
        "family_label": "Standard Hx176 48rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hx176 48rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hx176.96rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hx176.96rs",
        "family_label": "Standard Hx176 96rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hx176 96rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.hx176rs": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.hx176rs",
        "family_label": "Standard Hx176rs VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Hx176rs VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.internal.nd80sr.ms.v1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.internal.nd80sr.ms.v1",
        "family_label": "Standard Internal Nd80sr Ms V1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Internal Nd80sr Ms V1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.l16s": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:L:v1",
        "family_label": "L-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 16 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L16s is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L16s - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l16s.v2": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 16 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L16s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L16s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l16s.v4": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 16 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L16s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L16s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l2s.v4": {
        "differentiators": [
          "The name encodes 2 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 2 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L2s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L2s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l32s": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:L:v1",
        "family_label": "L-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 32 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L32s is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L32s - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l32s.v2": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 32 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L32s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L32s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l32s.v4": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 32 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L32s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L32s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l48s.v2": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 48 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L48s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L48s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l48s.v4": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 48 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L48s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L48s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l4s": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:L:v1",
        "family_label": "L-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 4 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L4s is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L4s - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l4s.v4": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 4 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L4s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L4s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l64s.v2": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 64 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L64s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L64s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l64s.v4": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 64 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L64s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L64s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l80s.v2": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 80 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L80s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L80s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l80s.v4": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 80 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L80s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L80s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l8s": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:L:v1",
        "family_label": "L-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 8 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L8s is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L8s - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l8s.v2": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:L:v2",
        "family_label": "Lv2-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 8 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L8s_v2 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L8s_v2 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l8s.v4": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 8 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L8s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L8s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.l96s.v4": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:L:v4",
        "family_label": "Lv4-series \u00b7 storage optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Storage optimized, 96 vCPUs, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Storage optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/storage-optimized/l-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_L96s_v4 is a storage optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_L96s_v4 - Storage optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128.64bds.3.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m128.64bds.3.v3",
        "family_label": "Standard M128 64bds 3 V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.3.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128 64bds 3 V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128.64bds.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m128.64bds.v3",
        "family_label": "Standard M128 64bds V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128 64bds V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128.64bs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m128.64bs.v3",
        "family_label": "Standard M128 64bs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M128 64bs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m128bds.3.v3": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 3.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, 3, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128bds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128bds_3_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128bds.v3": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128bs.v3": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128dms.v2": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, local temp disk, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128dms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128dms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128ds.v2": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, local temp disk, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128ds_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128ds_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128ms.v2": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128ms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m128s.v2": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 128 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M128s_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M128s_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m12ds.v3": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mdsv3 Medium Memory sizes series The Mdsv3 Medium Memory(MM) Virtual Machine (VM) series, powered by 4th generation Intel\u00ae Xeon\u00ae Scalable processors, are the next generation of memory-optimized VM siz",
          "title": "Mdsv3 Medium Memory sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mdsv3-mm-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 12 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M12ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M12ds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m12s.v3": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Msv3 Medium Memory sizes series The Msv3 Medium Memory(MM) Virtual Machine (VM) series, powered by 4th generation Intel\u00ae Xeon\u00ae Scalable processors, are the next generation of memory-optimized VM sizes",
          "title": "Msv3 Medium Memory sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/msv3-mm-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 12 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M12s_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M12s_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m16bds.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 16 vCPUs, remote storage bandwidth, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M16bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M16bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m16bs.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 16 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M16bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M16bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m16s.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Msv3 Medium Memory sizes series The Msv3 Medium Memory(MM) Virtual Machine (VM) series, powered by 4th generation Intel\u00ae Xeon\u00ae Scalable processors, are the next generation of memory-optimized VM sizes",
          "title": "Msv3 Medium Memory sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/msv3-mm-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 16 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M16s_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M16s_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176.88bds.4.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m176.88bds.4.v3",
        "family_label": "Standard M176 88bds 4 V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.4.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M176 88bds 4 V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m176.88bds.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m176.88bds.v3",
        "family_label": "Standard M176 88bds V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M176 88bds V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m176.88bs.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m176.88bs.v3",
        "family_label": "Standard M176 88bs V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bs.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M176 88bs V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m176bds.4.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, 4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176bds_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176bds_4_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176bds.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176bs.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176ds.3.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 3.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, local temp disk, premium SSD capable, 3, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176ds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176ds_3_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176ds.4.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, local temp disk, premium SSD capable, 4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176ds_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176ds_4_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176s.3.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 3.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, premium SSD capable, 3, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176s_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176s_3_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m176s.4.v3": {
        "differentiators": [
          "The name encodes 176 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 176 vCPUs, premium SSD capable, 4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M176s_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M176s_4_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m192idms.v2": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 192 vCPUs, isolated, local temp disk, memory intensive, Premium SSD, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M192idms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M192idms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m192ids.v2": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 192 vCPUs, isolated, local temp disk, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M192ids_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M192ids_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m192ims.v2": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 192 vCPUs, isolated, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M192ims_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M192ims_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m192is.v2": {
        "differentiators": [
          "The name encodes 192 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 192 vCPUs, isolated, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M192is_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M192is_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m208ms.v2": {
        "differentiators": [
          "The name encodes 208 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 208 vCPUs, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M208ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M208ms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m208s.v2": {
        "differentiators": [
          "The name encodes 208 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 208 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M208s_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M208s_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m24ds.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mdsv3 Medium Memory sizes series The Mdsv3 Medium Memory(MM) Virtual Machine (VM) series, powered by 4th generation Intel\u00ae Xeon\u00ae Scalable processors, are the next generation of memory-optimized VM siz",
          "title": "Mdsv3 Medium Memory sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mdsv3-mm-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 24 vCPUs, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M24ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M24ds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m24s.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Msv3 Medium Memory sizes series The Msv3 Medium Memory(MM) Virtual Machine (VM) series, powered by 4th generation Intel\u00ae Xeon\u00ae Scalable processors, are the next generation of memory-optimized VM sizes",
          "title": "Msv3 Medium Memory sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/msv3-mm-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 24 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M24s_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M24s_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m32bds.v3": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 32 vCPUs, remote storage bandwidth, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M32bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M32bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m32bs.v3": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 32 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M32bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M32bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m32dms.v2": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 32 vCPUs, local temp disk, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M32dms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M32dms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m32ms.v2": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 32 vCPUs, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M32ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M32ms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m32ts.v3": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "t = tiny memory in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 32 vCPUs, tiny memory, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M32ts_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M32ts_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416.208ms.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m416.208ms.v2",
        "family_label": "Standard M416 208ms V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m416.208ms.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M416 208ms V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m416.208s.v2": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m416.208s.v2",
        "family_label": "Standard M416 208s V2 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m416.208s.v2"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M416 208s V2 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m416ds.10.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 10.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, local temp disk, premium SSD capable, 10, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ds_10_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ds_10_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416ds.12.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, local temp disk, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ds_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416ds.6.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 6.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, local temp disk, premium SSD capable, 6, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ds_6_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ds_6_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416ds.8.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 8.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, local temp disk, premium SSD capable, 8, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ds_8_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ds_8_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416ds.9.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 9.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, local temp disk, premium SSD capable, 9, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ds_9_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ds_9_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416ms.v2": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416ms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.10.v2": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 10.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 10, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_10_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_10_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.10.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 10.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 10, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_10_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_10_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.12.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.6.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 6.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 6, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_6_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_6_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.8.v2": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 8.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 8, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_8_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_8_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.8.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 8.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 8, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_8_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_8_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.9.v2": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 9.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 9, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_9_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_9_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.9.v3": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 9.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, 9, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_9_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_9_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m416s.v2": {
        "differentiators": [
          "The name encodes 416 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 416 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M416s_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M416s_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m48bds.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 48 vCPUs, remote storage bandwidth, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M48bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M48bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m48bs.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 48 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M48bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M48bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m48ds.1.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 1.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 48 vCPUs, local temp disk, premium SSD capable, 1, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M48ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M48ds_1_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m48s.1.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 1.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 48 vCPUs, premium SSD capable, 1, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M48s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M48s_1_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m624ds.12.v3": {
        "differentiators": [
          "The name encodes 624 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 624 vCPUs, local temp disk, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M624ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M624ds_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m624s.12.v3": {
        "differentiators": [
          "The name encodes 624 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 624 vCPUs, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M624s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M624s_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64.32bds.1.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m64.32bds.1.v3",
        "family_label": "Standard M64 32bds 1 V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64.32bds.1.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M64 32bds 1 V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m64bds.1.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 1.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, 1, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64bds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64bds_1_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64bds.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, remote storage bandwidth, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64bs.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64dms.v2": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, local temp disk, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64dms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64dms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64ds.v2": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, local temp disk, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64ds_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64ds_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64ms.v2": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, memory intensive, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64ms_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m64s.v2": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:M:v2",
        "family_label": "Mv2-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 64 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M64s_v2 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M64s_v2 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m832ds.12.v3": {
        "differentiators": [
          "The name encodes 832 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 832 vCPUs, local temp disk, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M832ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M832ds_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m832ids.16.v3": {
        "differentiators": [
          "The name encodes 832 vCPUs.",
          "i = isolated in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 16.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 832 vCPUs, isolated, local temp disk, premium SSD capable, 16, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M832ids_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M832ids_16_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m832is.16.v3": {
        "differentiators": [
          "The name encodes 832 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 16.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 832 vCPUs, isolated, premium SSD capable, 16, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M832is_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M832is_16_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m832s.12.v3": {
        "differentiators": [
          "The name encodes 832 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 12.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 832 vCPUs, premium SSD capable, 12, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M832s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M832s_12_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96.48bds.2.v3": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.m96.48bds.2.v3",
        "family_label": "Standard M96 48bds 2 V3 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m96.48bds.2.v3"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard M96 48bds 2 V3 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.m96bds.2.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 2.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, remote storage bandwidth, local temp disk, Premium SSD, 2, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96bds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96bds_2_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96bds.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbdsv3 sizes series The Memory-and-storage optimized Mbdsv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM ",
          "title": "Mbdsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbdsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, remote storage bandwidth, local temp disk, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96bds_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96bs.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "b = remote storage bandwidth optimized in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "learn_reference": {
          "excerpt": "Mbsv3 sizes series The Memory-and-storage optimized Mbv3 VM series are based on the 4th generation Intel\u00ae Xeon\u00ae Scalable processors and deliver higher remote disk storage performance. These new VM siz",
          "title": "Mbsv3 sizes series",
          "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/mbsv3-series"
        },
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, remote storage bandwidth optimized, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96bs_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96ds.1.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 1.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, local temp disk, premium SSD capable, 1, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96ds_1_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96ds.2.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 2.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, local temp disk, premium SSD capable, 2, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96ds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96ds_2_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96s.1.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 1.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, premium SSD capable, 1, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96s_1_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.m96s.2.v3": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker 2.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:M:v3",
        "family_label": "Mv3-series \u00b7 memory optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Large-memory optimized, 96 vCPUs, premium SSD capable, 2, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Large-memory optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/m-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_M96s_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_M96s_2_v3 - Large-memory optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc12": {
        "differentiators": [
          "The name encodes 12 vCPUs."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 12 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC12 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc12.promo": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 12 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC12_PROMO - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc12s.v2": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NC:v2",
        "family_label": "NCv2-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 12 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC12s_v2 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc12s.v3": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 12 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC12s_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc16ads.a10.v4": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 16 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC16ads_A10_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc16as.t4.v3": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker T4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 16 vCPUs, AMD-based, premium SSD capable, T4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC16as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC16as_T4_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24": {
        "differentiators": [
          "The name encodes 24 vCPUs."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24.promo": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24_PROMO - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24ads.a100.v4": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A100.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, AMD-based, local temp disk, premium SSD capable, A100, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24ads_A100_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24r": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "r = RDMA in the documented naming convention."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, RDMA",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24r - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24r.promo": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, RDMA, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24r_PROMO - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24rs.v2": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NC:v2",
        "family_label": "NCv2-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, RDMA, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24rs.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, RDMA, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24rs_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24s.v2": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NC:v2",
        "family_label": "NCv2-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc24s.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 24 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc32ads.a10.v4": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 32 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc40ads.h100.v5": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker H100.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NC:v5",
        "family_label": "NCv5-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 40 vCPUs, AMD-based, local temp disk, premium SSD capable, H100, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC40ads_H100_v5 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC40ads_H100_v5 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc48ads.a100.v4": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A100.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 48 vCPUs, AMD-based, local temp disk, premium SSD capable, A100, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC48ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC48ads_A100_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc4as.t4.v3": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker T4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 4 vCPUs, AMD-based, premium SSD capable, T4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC4as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC4as_T4_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc6": {
        "differentiators": [
          "The name encodes 6 vCPUs."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 6 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC6 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc6.promo": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NC:v1",
        "family_label": "NC-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 6 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc64as.t4.v3": {
        "differentiators": [
          "The name encodes 64 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker T4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 64 vCPUs, AMD-based, premium SSD capable, T4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC64as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC64as_T4_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc6s.v2": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NC:v2",
        "family_label": "NCv2-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 6 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc6s.v3": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 6 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc80adis.h100.v5": {
        "differentiators": [
          "The name encodes 80 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker H100.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NC:v5",
        "family_label": "NCv5-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 80 vCPUs, AMD-based, local temp disk, isolated, premium SSD capable, H100, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC80adis_H100_v5 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC80adis_H100_v5 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc8ads.a10.v4": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 8 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc8as.t4.v3": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker T4.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NC:v3",
        "family_label": "NCv3-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 8 vCPUs, AMD-based, premium SSD capable, T4, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC8as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC8as_T4_v3 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nc96ads.a100.v4": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A100.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NC:v4",
        "family_label": "NCv4-series \u00b7 gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU compute optimized, 96 vCPUs, AMD-based, local temp disk, premium SSD capable, A100, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NC96ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NC96ads_A100_v4 - GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ncc40ads.h100.v5": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker H100.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NCC:v5",
        "family_label": "NCCv5-series \u00b7 confidential gpu compute optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "Confidential GPU compute optimized, 40 vCPUs, AMD-based, local temp disk, Premium SSD, H100, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "Confidential GPU compute optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nc-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd128isr.gb300.v6": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker GB300.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:ND:v6",
        "family_label": "NDv6-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 128 vCPUs, isolated, premium SSD capable, RDMA, GB300, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND128isr_GB300_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND128isr_GB300_v6 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd128isr.ndr.gb200.v6": {
        "differentiators": [
          "The name encodes 128 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker NDR, GB200.",
          "The name identifies VM family-series version v6."
        ],
        "family_key": "vm:ND:v6",
        "family_label": "NDv6-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 128 vCPUs, isolated, premium SSD capable, RDMA, NDR, GB200, v6",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND128isr_NDR_GB200_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND128isr_NDR_GB200_v6 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd128isrg5.gb300.v6": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nd128isrg5.gb300.v6",
        "family_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nd128isrg5 Gb300 V6 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nd12s": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:ND:v1",
        "family_label": "ND-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 12 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND12s - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd24rs": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:ND:v1",
        "family_label": "ND-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 24 vCPUs, RDMA, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND24rs - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd24s": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:ND:v1",
        "family_label": "ND-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 24 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND24s - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd40rs.v2": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "r = RDMA in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:ND:v2",
        "family_label": "NDv2-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 40 vCPUs, RDMA, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd40s.v3": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:ND:v3",
        "family_label": "NDv3-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 40 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd6s": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:ND:v1",
        "family_label": "ND-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 6 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND6s - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96amsr.a100.v4": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker A100.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:ND:v4",
        "family_label": "NDv4-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, AMD-based, memory intensive, Premium SSD, RDMA, A100, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96amsr_A100_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96amsr_A100_v4 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96asr.v4": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:ND:v4",
        "family_label": "NDv4-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, AMD-based, premium SSD capable, RDMA, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96asr_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96asr_v4 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96is.h100.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker H100.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:ND:v5",
        "family_label": "NDv5-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, isolated, premium SSD capable, H100, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96is_H100_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96is_H100_v5 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96is.mi300x.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker MI300X.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:ND:v5",
        "family_label": "NDv5-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, isolated, premium SSD capable, MI300X, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96is_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96is_MI300X_v5 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96isr.h100.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker H100.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:ND:v5",
        "family_label": "NDv5-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, isolated, premium SSD capable, RDMA, H100, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96isr_H100_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96isr_H100_v5 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96isr.h200.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker H200.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:ND:v5",
        "family_label": "NDv5-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, isolated, premium SSD capable, RDMA, H200, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nd96isr.mi300x.v5": {
        "differentiators": [
          "The name encodes 96 vCPUs.",
          "i = isolated in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "r = RDMA in the documented naming convention.",
          "The name includes accelerator or memory marker MI300X.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:ND:v5",
        "family_label": "NDv5-series \u00b7 gpu ai training optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU AI training optimized, 96 vCPUs, isolated, premium SSD capable, RDMA, MI300X, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU AI training optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nd-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_ND96isr_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_ND96isr_MI300X_v5 - GPU AI training optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.ng16ads.v620.v1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ng16ads.v620.v1",
        "family_label": "Standard Ng16ads V620 V1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng16ads.v620.v1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ng16ads V620 V1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ng32adms.v620.v1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ng32adms.v620.v1",
        "family_label": "Standard Ng32adms V620 V1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32adms.v620.v1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ng32adms V620 V1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ng32ads.v620.v1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ng32ads.v620.v1",
        "family_label": "Standard Ng32ads V620 V1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32ads.v620.v1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ng32ads V620 V1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.ng8ads.v620.v1": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.ng8ads.v620.v1",
        "family_label": "Standard Ng8ads V620 V1 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng8ads.v620.v1"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Ng8ads V620 V1 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.np10s": {
        "differentiators": [
          "The name encodes 10 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:NP:v1",
        "family_label": "NP-series \u00b7 fpga accelerated",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "FPGA accelerated, 10 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "FPGA accelerated family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/fpga-accelerated/np-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NP10s is a fpga accelerated VM size decoded from Azure's naming convention.",
        "title": "Standard_NP10s - FPGA accelerated VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.np20s": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:NP:v1",
        "family_label": "NP-series \u00b7 fpga accelerated",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "FPGA accelerated, 20 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "FPGA accelerated family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/fpga-accelerated/np-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NP20s is a fpga accelerated VM size decoded from Azure's naming convention.",
        "title": "Standard_NP20s - FPGA accelerated VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.np40s": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "s = premium SSD capable in the documented naming convention."
        ],
        "family_key": "vm:NP:v1",
        "family_label": "NP-series \u00b7 fpga accelerated",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "FPGA accelerated, 40 vCPUs, premium SSD capable",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "FPGA accelerated family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/fpga-accelerated/np-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NP40s is a fpga accelerated VM size decoded from Azure's naming convention.",
        "title": "Standard_NP40s - FPGA accelerated VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv10ads.a10.v5": {
        "differentiators": [
          "The name encodes 10 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 10 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv12": {
        "differentiators": [
          "The name encodes 12 vCPUs."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 12 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV12 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv12.promo": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 12 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv12ads.a10.v5": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 12 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV12ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV12ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv12ads.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv12ads.v710.v5",
        "family_label": "Standard Nv12ads V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv12ads V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv12s.v2": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NV:v2",
        "family_label": "NVv2-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 12 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv12s.v3": {
        "differentiators": [
          "The name encodes 12 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NV:v3",
        "family_label": "NVv3-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 12 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv16as.v4": {
        "differentiators": [
          "The name encodes 16 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NV:v4",
        "family_label": "NVv4-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 16 vCPUs, AMD-based, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv18ads.a10.v5": {
        "differentiators": [
          "The name encodes 18 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 18 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV18ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV18ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv20adms.a10.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 20 vCPUs, AMD-based, local temp disk, memory intensive, Premium SSD,",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv20ads.a10.v5": {
        "differentiators": [
          "The name encodes 20 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 20 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv24": {
        "differentiators": [
          "The name encodes 24 vCPUs."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 24 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV24 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv24.promo": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 24 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv24ads.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv24ads.v710.v5",
        "family_label": "Standard Nv24ads V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv24ads V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv24s.v2": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NV:v2",
        "family_label": "NVv2-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 24 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv24s.v3": {
        "differentiators": [
          "The name encodes 24 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NV:v3",
        "family_label": "NVv3-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 24 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv28adms.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv28adms.v710.v5",
        "family_label": "Standard Nv28adms V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv28adms V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv28ads.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv28ads.v710.v5",
        "family_label": "Standard Nv28ads V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv28ads V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv30adms.a10.v5": {
        "differentiators": [
          "The name encodes 30 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 30 vCPUs, AMD-based, local temp disk, memory intensive, Premium SSD,",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv30ads.a10.v5": {
        "differentiators": [
          "The name encodes 30 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 30 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv32as.v4": {
        "differentiators": [
          "The name encodes 32 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NV:v4",
        "family_label": "NVv4-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 32 vCPUs, AMD-based, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv36adms.a10.v5": {
        "differentiators": [
          "The name encodes 36 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "m = memory intensive in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 36 vCPUs, AMD-based, local temp disk, memory intensive, Premium SSD,",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV36adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV36adms_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv36ads.a10.v5": {
        "differentiators": [
          "The name encodes 36 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 36 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV36ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV36ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv40ads.a10.v5": {
        "differentiators": [
          "The name encodes 40 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 40 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv48s.v3": {
        "differentiators": [
          "The name encodes 48 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v3."
        ],
        "family_key": "vm:NV:v3",
        "family_label": "NVv3-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 48 vCPUs, premium SSD capable, v3",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv4ads.a10.v5": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 4 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv4ads.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv4ads.v710.v5",
        "family_label": "Standard Nv4ads V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv4ads V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv4as.v4": {
        "differentiators": [
          "The name encodes 4 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NV:v4",
        "family_label": "NVv4-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 4 vCPUs, AMD-based, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv6": {
        "differentiators": [
          "The name encodes 6 vCPUs."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 6 vCPUs",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV6 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv6.promo": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "The name includes accelerator or memory marker PROMO."
        ],
        "family_key": "vm:NV:v1",
        "family_label": "NV-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 6 vCPUs, PROMO",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV6_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv6ads.a10.v5": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 6 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV6ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV6ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv6s.v2": {
        "differentiators": [
          "The name encodes 6 vCPUs.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v2."
        ],
        "family_key": "vm:NV:v2",
        "family_label": "NVv2-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 6 vCPUs, premium SSD capable, v2",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv72ads.a10.v5": {
        "differentiators": [
          "The name encodes 72 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "d = local temp disk in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name includes accelerator or memory marker A10.",
          "The name identifies VM family-series version v5."
        ],
        "family_key": "vm:NV:v5",
        "family_label": "NVv5-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 72 vCPUs, AMD-based, local temp disk, premium SSD capable, A10, v5",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV72ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV72ads_A10_v5 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.nv8ads.v710.v5": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.nv8ads.v710.v5",
        "family_label": "Standard Nv8ads V710 V5 VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Nv8ads V710 V5 VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      },
      "vmSkus.standard.nv8as.v4": {
        "differentiators": [
          "The name encodes 8 vCPUs.",
          "a = AMD-based in the documented naming convention.",
          "s = premium SSD capable in the documented naming convention.",
          "The name identifies VM family-series version v4."
        ],
        "family_key": "vm:NV:v4",
        "family_label": "NVv4-series \u00b7 gpu visualization optimized",
        "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "short": "GPU visualization optimized, 8 vCPUs, AMD-based, premium SSD capable, v4",
        "sources": [
          {
            "label": "Azure VM sizes naming conventions",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          },
          {
            "label": "GPU visualization optimized family overview",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/nv-family"
          }
        ],
        "specificity": "family",
        "summary": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention.",
        "title": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.pb6s": {
        "differentiators": [
          "This signal represents a name in the regional VM size catalog, not a running VM.",
          "Exact CPU, memory, disk, and network specifications are not verified for this identifier."
        ],
        "family_key": "vmSkus.standard.pb6s",
        "family_label": "Standard Pb6s VM size",
        "limitations": "Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "short": "VM catalog entry with exact specifications",
        "sources": [
          {
            "label": "Search Microsoft Learn for this exact identifier (not verified)",
            "url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.pb6s"
          },
          {
            "label": "Azure VM sizes",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/overview"
          }
        ],
        "specificity": "unverified",
        "summary": "VM catalog entry with unverified exact specifications.",
        "title": "Standard Pb6s VM size",
        "use_cases": "Use the identifier to look up an exact size before sizing or deploying a workload.",
        "verified_on": ""
      }
    },
    "groups": [
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        "region_feature_counts": {
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        },
        "regions": [
          "australiacentral",
          "australiacentral2",
          "australiaeast",
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          "austriaeast",
          "belgiumcentral",
          "brazilsouth",
          "brazilsoutheast",
          "canadacentral",
          "canadaeast",
          "centralindia",
          "centralus",
          "centraluseuap",
          "chilecentral",
          "denmarkeast",
          "eastasia",
          "eastus",
          "eastus2",
          "eastus2euap",
          "eastusstg",
          "francecentral",
          "francesouth",
          "germanynorth",
          "germanywestcentral",
          "indiasouthcentral",
          "indonesiacentral",
          "israelcentral",
          "italynorth",
          "japaneast",
          "japanwest",
          "jioindiacentral",
          "jioindiawest",
          "koreacentral",
          "koreasouth",
          "malaysiawest",
          "mexicocentral",
          "newzealandnorth",
          "northcentralus",
          "northeurope",
          "norwayeast",
          "norwaywest",
          "polandcentral",
          "qatarcentral",
          "southafricanorth",
          "southafricawest",
          "southcentralus",
          "southcentralusstg",
          "southeastasia",
          "southindia",
          "spaincentral",
          "swedencentral",
          "switzerlandnorth",
          "switzerlandwest",
          "uaecentral",
          "uaenorth",
          "uksouth",
          "ukwest",
          "westcentralus",
          "westeurope",
          "westindia",
          "westus",
          "westus2",
          "westus3"
        ],
        "statuses": [
          {
            "examples": [
              {
                "absence_since": null,
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                  "available": 1,
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                  "total_regions": 65,
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                  "unknown": 0
                },
                "coverage_before": {
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                  "total_regions": 63,
                  "unavailable": 0,
                  "unknown": 0
                },
                "current": "available",
                "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
                "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
                "evidence_after": {
                  "detail": "AKS extension type 'microsoft.arcflexnodetrustauthority' is listed in uksouth.",
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                  "source": "snapshot",
                  "status": "available",
                  "timestamp": "2026-10-30T03:44:34.670779+00:00"
                },
                "evidence_before": {
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                  "status": null,
                  "timestamp": "2026-10-29T03:45:11.074660+00:00"
                },
                "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
                "feature_context": {
                  "differentiators": [
                    "The probe observes a regional extension-type catalog, not installed cluster software.",
                    "The exact extension's purpose and cluster requirements have not been verified."
                  ],
                  "family_key": "extensionTypes.microsoft.arcflexnodetrustauthority",
                  "family_label": "microsoft.arcflexnodetrustauthority AKS extension",
                  "limitations": "Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
                  "short": "Microsoft AKS extension type not yet mapped to documentation",
                  "sources": [
                    {
                      "label": "Search Microsoft Learn for this exact identifier (not verified)",
                      "url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority"
                    },
                    {
                      "label": "AKS cluster extension platform",
                      "url": "https://learn.microsoft.com/en-us/azure/aks/cluster-extensions"
                    }
                  ],
                  "specificity": "unverified",
                  "summary": "A regional extension catalog identifier without a verified exact product mapping.",
                  "title": "microsoft.arcflexnodetrustauthority - unverified extension identity",
                  "use_cases": "Check the exact extension's documentation and cluster prerequisites before use.",
                  "verified_on": ""
                },
                "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
                "kind": "new_listings",
                "label": "microsoft.arcflexnodetrustauthority AKS extension",
                "last_available_date": null,
                "modality": "AKS extensions",
                "new_geography": "Europe",
                "novelty": "First observed in retained monitoring history; not a confirmed product launch.",
                "previous": null,
                "region": "uksouth",
                "scope_reason": null,
                "service": "aks"
              }
            ],
            "feature_count": 1,
            "kind": "new_listings",
            "listing_count": 1,
            "region_counts": {
              "uksouth": 1
            },
            "regions": [
              "uksouth"
            ]
          },
          {
            "examples": [
              {
                "absence_since": null,
                "coverage_after": {
                  "available": 1,
                  "observed": 63,
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                  "total_regions": 65,
                  "unavailable": 62,
                  "unknown": 0
                },
                "coverage_before": {
                  "available": 0,
                  "observed": 0,
                  "partial": 0,
                  "total_regions": 63,
                  "unavailable": 0,
                  "unknown": 0
                },
                "current": "unavailable",
                "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
                "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
                "evidence_after": {
                  "detail": "Feature was not listed in this region's catalog.",
                  "error_code": null,
                  "latency_ms": null,
                  "source": "snapshot",
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                  "timestamp": "2026-10-30T03:44:34.670779+00:00"
                },
                "evidence_before": {
                  "detail": null,
                  "error_code": null,
                  "latency_ms": null,
                  "source": "snapshot",
                  "status": null,
                  "timestamp": "2026-10-29T03:45:11.074660+00:00"
                },
                "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
                "feature_context": {
                  "differentiators": [
                    "The probe observes a regional extension-type catalog, not installed cluster software.",
                    "The exact extension's purpose and cluster requirements have not been verified."
                  ],
                  "family_key": "extensionTypes.microsoft.arcflexnodetrustauthority",
                  "family_label": "microsoft.arcflexnodetrustauthority AKS extension",
                  "limitations": "Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
                  "short": "Microsoft AKS extension type not yet mapped to documentation",
                  "sources": [
                    {
                      "label": "Search Microsoft Learn for this exact identifier (not verified)",
                      "url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority"
                    },
                    {
                      "label": "AKS cluster extension platform",
                      "url": "https://learn.microsoft.com/en-us/azure/aks/cluster-extensions"
                    }
                  ],
                  "specificity": "unverified",
                  "summary": "A regional extension catalog identifier without a verified exact product mapping.",
                  "title": "microsoft.arcflexnodetrustauthority - unverified extension identity",
                  "use_cases": "Check the exact extension's documentation and cluster prerequisites before use.",
                  "verified_on": ""
                },
                "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
                "kind": "other_changes",
                "label": "microsoft.arcflexnodetrustauthority AKS extension",
                "last_available_date": null,
                "modality": "AKS extensions",
                "new_geography": null,
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                "previous": null,
                "region": "australiacentral",
                "scope_reason": null,
                "service": "aks"
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            ],
            "feature_count": 1,
            "kind": "other_changes",
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            },
            "regions": [
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              "australiacentral2",
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              "australiasoutheast",
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              "belgiumcentral",
              "brazilsouth",
              "brazilsoutheast",
              "canadacentral",
              "canadaeast",
              "centralindia",
              "centralus",
              "centraluseuap",
              "chilecentral",
              "denmarkeast",
              "eastasia",
              "eastus",
              "eastus2",
              "eastus2euap",
              "eastusstg",
              "francecentral",
              "francesouth",
              "germanynorth",
              "germanywestcentral",
              "indiasouthcentral",
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              "israelcentral",
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              "japaneast",
              "japanwest",
              "jioindiacentral",
              "jioindiawest",
              "koreacentral",
              "koreasouth",
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              "mexicocentral",
              "newzealandnorth",
              "northcentralus",
              "northeurope",
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              "norwaywest",
              "polandcentral",
              "qatarcentral",
              "southafricanorth",
              "southafricawest",
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              "southcentralusstg",
              "southeastasia",
              "southindia",
              "spaincentral",
              "swedencentral",
              "switzerlandnorth",
              "switzerlandwest",
              "uaecentral",
              "uaenorth",
              "ukwest",
              "westcentralus",
              "westeurope",
              "westindia",
              "westus",
              "westus2",
              "westus3"
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          }
        ]
      },
      {
        "feature_count": 42,
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        "region_feature_counts": {
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        },
        "regions": [
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          "canadaeast",
          "centralindia",
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          "eastus",
          "eastus2",
          "francecentral",
          "germanywestcentral",
          "italynorth",
          "japaneast",
          "japanwest",
          "koreacentral",
          "northcentralus",
          "northeurope",
          "norwayeast",
          "polandcentral",
          "southafricanorth",
          "southcentralus",
          "southeastasia",
          "southindia",
          "spaincentral",
          "swedencentral",
          "switzerlandnorth",
          "switzerlandwest",
          "uaenorth",
          "uksouth",
          "ukwest",
          "westcentralus",
          "westeurope",
          "westus",
          "westus2",
          "westus3"
        ],
        "statuses": [
          {
            "examples": [
              {
                "absence_since": null,
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                "coverage_before": {
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                },
                "current": "available",
                "details_label": "GPT-4o mini transcribe (catalog version 2025-03-20) - OpenAI",
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                "evidence_after": {
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                  "timestamp": "2026-10-30T03:44:34.670779+00:00"
                },
                "evidence_before": {
                  "detail": "Feature was not listed in this region's catalog.",
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                  "source": "snapshot",
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        "regions": [
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        "statuses": [
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        "region_feature_counts": {
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          "eastus2",
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          "francecentral",
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          "indiasouthcentral",
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          "japaneast",
          "koreacentral",
          "northcentralus",
          "northeurope",
          "norwayeast",
          "norwaywest",
          "polandcentral",
          "southafricanorth",
          "southcentralus",
          "southeastasia",
          "spaincentral",
          "swedencentral",
          "switzerlandnorth",
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          "uksouth",
          "westeurope",
          "westus",
          "westus2",
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        "statuses": [
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              {
                "absence_since": null,
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                "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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                  "source": "snapshot",
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                  "timestamp": "2026-10-29T03:45:11.074660+00:00"
                },
                "feature": "vmSkus.standard.e160ads.v7",
                "feature_context": {
                  "differentiators": [
                    "The name encodes 160 vCPUs.",
                    "a = AMD-based in the documented naming convention.",
                    "d = local temp disk in the documented naming convention.",
                    "s = premium SSD capable in the documented naming convention.",
                    "The name identifies VM family-series version v7."
                  ],
                  "family_key": "vm:E:v7",
                  "family_label": "Ev7-series \u00b7 memory optimized",
                  "learn_reference": {
                    "excerpt": "Eadsv7 sizes series Eadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
                    "title": "Eadsv7 sizes series",
                    "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/memory-optimized/eadsv7-series"
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                  "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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                  "sources": [
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                      "label": "Azure VM sizes naming conventions",
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                      "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/e-family"
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                  "summary": "Standard_E160ads_v7 is a memory optimized VM size decoded from Azure's naming convention.",
                  "title": "Standard_E160ads_v7 - Memory optimized VM size",
                  "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
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                "feature_note": "Standard_E160ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 160 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
                "kind": "new_listings",
                "label": "Standard E160ads V7 VM size",
                "last_available_date": null,
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                "novelty": "New regional listing of an already observed feature.",
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                "current": "available",
                "details_label": "Standard_D128ads_v7 - General purpose VM size",
                "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
                "evidence_after": {
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                  "source": "snapshot",
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                },
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                "feature_context": {
                  "differentiators": [
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                    "d = local temp disk in the documented naming convention.",
                    "s = premium SSD capable in the documented naming convention.",
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                  ],
                  "family_key": "vm:D:v7",
                  "family_label": "Dv7-series \u00b7 general purpose",
                  "learn_reference": {
                    "excerpt": "Dadsv7 sizes series Dadsv7-series VMs utilize AMD's 5th Generation EPYC\u2122 9005 processors that can achieve a boosted maximum frequency of up to 4.5 GHz. These virtual machines offer up to 160 vCPU and ",
                    "title": "Dadsv7 sizes series",
                    "url": "https://learn.microsoft.com/azure/virtual-machines/sizes/general-purpose/dadsv7-series"
                  },
                  "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
                  "short": "General purpose, 128 vCPUs, AMD-based, local temp disk, premium SSD capable, v7",
                  "sources": [
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                      "label": "Azure VM sizes naming conventions",
                      "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
                    },
                    {
                      "label": "General purpose family overview",
                      "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/general-purpose/d-family"
                    }
                  ],
                  "specificity": "family",
                  "summary": "Standard_D128ads_v7 is a general purpose VM size decoded from Azure's naming convention.",
                  "title": "Standard_D128ads_v7 - General purpose VM size",
                  "use_cases": "Use for initial triage, then open the exact size page before sizing or deploying a workload.",
                  "verified_on": "2026-09-06"
                },
                "feature_note": "Standard_D128ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
                "kind": "restorations",
                "label": "Standard D128ads V7 VM size",
                "last_available_date": "2026-10-07",
                "modality": "VM SKUs",
                "new_geography": null,
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                "previous": "unavailable",
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                "service": "compute"
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            "regions": [
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          },
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                "absence_since": "2026-10-07",
                "coverage_after": {
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                  "total_regions": 63,
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                  "unknown": 0
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                "current": "unavailable",
                "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
                "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
                "evidence_after": {
                  "detail": "Feature was not listed in this region's catalog.",
                  "error_code": null,
                  "latency_ms": null,
                  "source": "snapshot",
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                  "timestamp": "2026-10-30T03:44:34.670779+00:00"
                },
                "evidence_before": {
                  "detail": "Feature was not listed in this region's catalog.",
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                  "source": "snapshot",
                  "status": "unavailable",
                  "timestamp": "2026-10-29T03:45:11.074660+00:00"
                },
                "feature": "vmSkus.standard.nv16as.v4",
                "feature_context": {
                  "differentiators": [
                    "The name encodes 16 vCPUs.",
                    "a = AMD-based in the documented naming convention.",
                    "s = premium SSD capable in the documented naming convention.",
                    "The name identifies VM family-series version v4."
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                  "family_key": "vm:NV:v4",
                  "family_label": "NVv4-series \u00b7 gpu visualization optimized",
                  "limitations": "Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
                  "short": "GPU visualization optimized, 16 vCPUs, AMD-based, premium SSD capable, v4",
                  "sources": [
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a0",
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          "source": "snapshot",
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A0 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128ads_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128ads.v7",
        "feature_note": "Standard_D128ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D128ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128alds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128alds.v7",
        "feature_note": "Standard_D128alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D128alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128als_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128als.v7",
        "feature_note": "Standard_D128als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D128als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128as_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128as.v7",
        "feature_note": "Standard_D128as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D128as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128ds.v7",
        "feature_note": "Standard_D128ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128lds.v7",
        "feature_note": "Standard_D128lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128lds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128ls.v7",
        "feature_note": "Standard_D128ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128ls V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128s.v7",
        "feature_note": "Standard_D128s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D160ads_v7 - General purpose VM size",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_D16ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.d16s.v7",
        "feature_note": "Standard_D16s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_D192ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.d192lds.v7",
        "feature_note": "Standard_D192lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d192ls.v7",
        "feature_note": "Standard_D192ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "feature_note": "Standard_D192s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d248ds.v7",
        "feature_note": "Standard_D248ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 248 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d248lds.v7",
        "feature_note": "Standard_D248lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 248 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.d248ls.v7",
        "feature_note": "Standard_D248ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 248 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.d248s.v7",
        "feature_note": "Standard_D248s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 248 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-07",
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        "details_label": "Standard_D2ads_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.d2ads.v7",
        "feature_note": "Standard_D2ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d2alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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        },
        "feature": "vmSkus.standard.d2alds.v7",
        "feature_note": "Standard_D2alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "last_available_date": "2026-10-07",
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      {
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        },
        "current": "available",
        "details_label": "Standard_D2als_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d2als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2als.v7",
        "feature_note": "Standard_D2als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D2als V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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        },
        "current": "available",
        "details_label": "Standard_D2as_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d2as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2as.v7",
        "feature_note": "Standard_D2as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D2as V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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        "feature_note": "Standard_D2ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_D2lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.d2ls.v7",
        "feature_note": "Standard_D2ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2s.v7",
        "feature_note": "Standard_D2s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-07",
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        },
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        "details_label": "Standard_D32ads_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ads.v7",
        "feature_note": "Standard_D32ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D32ads V7 VM size",
        "last_available_date": "2026-10-07",
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        "current": "available",
        "details_label": "Standard_D32alds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32alds.v7",
        "feature_note": "Standard_D32alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        },
        "current": "available",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32als.v7",
        "feature_note": "Standard_D32als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D32als V7 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32as.v7",
        "feature_note": "Standard_D32as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ds.v7",
        "feature_note": "Standard_D32ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32lds.v7",
        "feature_note": "Standard_D32lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32lds V7 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ls.v7",
        "feature_note": "Standard_D32ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32ls V7 VM size",
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      {
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        "details_label": "Standard_D32s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32s.v7",
        "feature_note": "Standard_D32s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32s V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d372ds.v7",
        "feature_note": "Standard_D372ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 372 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D372ds V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D372s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d372s.v7",
        "feature_note": "Standard_D372s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 372 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        },
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        "details_label": "Standard_D48ads_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ads.v7",
        "feature_note": "Standard_D48ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D48ads V7 VM size",
        "last_available_date": "2026-10-07",
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        },
        "current": "available",
        "details_label": "Standard_D48alds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d48alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48alds.v7",
        "feature_note": "Standard_D48alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D48alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D48als_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d48als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48als.v7",
        "feature_note": "Standard_D48als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D48als V7 VM size",
        "last_available_date": "2026-10-07",
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D48as_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d48as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48as.v7",
        "feature_note": "Standard_D48as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "last_available_date": "2026-10-07",
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ds.v7",
        "feature_note": "Standard_D48ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-07",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_D48lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48lds.v7",
        "feature_note": "Standard_D48lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48lds V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ls.v7",
        "feature_note": "Standard_D48ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48ls V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48s.v7",
        "feature_note": "Standard_D48s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_label": "Standard_D4ads_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d4ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ads.v7",
        "feature_note": "Standard_D4ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D4ads V7 VM size",
        "last_available_date": "2026-10-07",
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      {
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        },
        "current": "available",
        "details_label": "Standard_D4alds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d4alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4alds.v7",
        "feature_note": "Standard_D4alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D4alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "feature_note": "Standard_D4ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_D4lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ls.v7",
        "feature_note": "Standard_D4ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4s.v7",
        "feature_note": "Standard_D4s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ads.v7",
        "feature_note": "Standard_D64ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d64alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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        },
        "feature": "vmSkus.standard.d64alds.v7",
        "feature_note": "Standard_D64alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.d64als.v7",
        "feature_note": "Standard_D64als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.d64as.v7",
        "feature_note": "Standard_D64as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ds.v7",
        "feature_note": "Standard_D64ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64lds.v7",
        "feature_note": "Standard_D64lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64lds V7 VM size",
        "last_available_date": "2026-10-07",
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        "feature_note": "Standard_D64ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.d8als.v7",
        "feature_note": "Standard_D8als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8as.v7",
        "feature_note": "Standard_D8as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.d8ds.v7",
        "feature_note": "Standard_D8ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_D8lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_D8s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.d96ads.v7",
        "feature_note": "Standard_D96ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d96alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96alds.v7",
        "feature_note": "Standard_D96alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "unavailable": 26,
          "unknown": 0
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D96als_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d96als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96als.v7",
        "feature_note": "Standard_D96als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D96als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "unavailable": 26,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D96as_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_d96as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96as.v7",
        "feature_note": "Standard_D96as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard D96as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unavailable": 45,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96ds.v7",
        "feature_note": "Standard_D96ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96lds.v7",
        "feature_note": "Standard_D96lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96lds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96ls.v7",
        "feature_note": "Standard_D96ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96ls V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
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          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96s.v7",
        "feature_note": "Standard_D96s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.v5",
        "feature_note": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.v5",
        "feature_note": "Standard_DC16as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "service": "compute"
      },
      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ads.v5",
        "feature_note": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2as.v5",
        "feature_note": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2as V5 VM size",
        "last_available_date": "2026-10-07",
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-10-07",
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      {
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          "unknown": 0
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        "current": "unavailable",
        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-10-07",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.v5",
        "feature_note": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads V5 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.v5",
        "feature_note": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.dc48as.v5",
        "feature_note": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "feature": "vmSkus.standard.dc4ads.v5",
        "feature_note": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.dc4as.v5",
        "feature_note": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4es V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.v5",
        "feature_note": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.v5",
        "feature_note": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64es V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.v5",
        "feature_note": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.v5",
        "feature_note": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.v5",
        "feature_note": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.v5",
        "feature_note": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96eds V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96es V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E128 32ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128-32ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.32ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E128 32ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E128 32as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128-32as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.32as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E128 32as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E128 64ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128-64ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.64ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E128 64ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E128 64as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128-64as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.64as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E128 64as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E128ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128ads.v7",
        "feature_note": "Standard_E128ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E128ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E128as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128as.v7",
        "feature_note": "Standard_E128as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E128as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E128ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128ds.v7",
        "feature_note": "Standard_E128ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E128ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E128s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128s.v7",
        "feature_note": "Standard_E128s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E128s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E16 4ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.4ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16-4ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e16.4ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E16 4ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E16 4as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.4as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16-4as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e16.4as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E16 4as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E16 8ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.8ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16-8ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e16.8ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E16 8ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E16 8as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e16.8as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16-8as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e16.8as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E16 8as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 19,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 44,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E160ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e160ads.v7",
        "feature_note": "Standard_E160ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 160 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E160ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 19,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 44,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
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          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e2as.v7",
        "feature_note": "Standard_E2as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E2as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E2ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e2ds.v7",
        "feature_note": "Standard_E2ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E2ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E2s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e2s.v7",
        "feature_note": "Standard_E2s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E2s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E32 16ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.16ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32-16ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32.16ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E32 16ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E32 16as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.16as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32-16as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32.16as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E32 16as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E32 8ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.8ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32-8ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32.8ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E32 8ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E32 8as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e32.8as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32-8as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32.8as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E32 8as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32ads.v7",
        "feature_note": "Standard_E32ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E32ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32as.v7",
        "feature_note": "Standard_E32as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E32as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E32ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32ds.v7",
        "feature_note": "Standard_E32ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E32ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E32s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e32s.v7",
        "feature_note": "Standard_E32s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E32s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E372ids_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e372ids.v7",
        "feature_note": "Standard_E372ids_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 372 vCPUs. i = isolated in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E372ids V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E372is_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e372is.v7",
        "feature_note": "Standard_E372is_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 372 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E372is V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E4 2ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e4.2ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4-2ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4.2ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E4 2ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E4 2as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e4.2as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4-2as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4.2as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E4 2as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E48ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e48ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e48ads.v7",
        "feature_note": "Standard_E48ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E48ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E48as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e48as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e48as.v7",
        "feature_note": "Standard_E48as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E48as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E48ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e48ds.v7",
        "feature_note": "Standard_E48ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E48ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E48s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e48s.v7",
        "feature_note": "Standard_E48s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E48s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E4ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4ads.v7",
        "feature_note": "Standard_E4ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E4ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E4as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4as.v7",
        "feature_note": "Standard_E4as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E4as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E4ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4ds.v7",
        "feature_note": "Standard_E4ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E4ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E4s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e4s.v7",
        "feature_note": "Standard_E4s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E4s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E64 16ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.16ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64-16ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64.16ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E64 16ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E64 16as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.16as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64-16as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64.16as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E64 16as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E64 32ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.32ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64-32ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64.32ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E64 32ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E64 32as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e64.32as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64-32as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64.32as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E64 32as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E64ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64ads.v7",
        "feature_note": "Standard_E64ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E64ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E64as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64as.v7",
        "feature_note": "Standard_E64as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E64as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64ds.v7",
        "feature_note": "Standard_E64ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64i_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64i.v3",
        "feature_note": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64i V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64is_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64is.v3",
        "feature_note": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64is V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64s.v7",
        "feature_note": "Standard_E64s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E8 2ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.2ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8-2ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8.2ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E8 2ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E8 2as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.2as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8-2as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8.2as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E8 2as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E8 4ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.4ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8-4ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8.4ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E8 4ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E8 4as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e8.4as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8-4as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8.4as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E8 4as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E8ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8ads.v7",
        "feature_note": "Standard_E8ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E8ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E8as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8as.v7",
        "feature_note": "Standard_E8as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E8as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E8ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8ds.v7",
        "feature_note": "Standard_E8ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E8ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E8s_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e8s.v7",
        "feature_note": "Standard_E8s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E8s V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E96 24ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.24ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96-24ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96.24ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E96 24ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E96 24as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.24as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96-24as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96.24as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E96 24as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E96 48ads V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.48ads.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96-48ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96.48ads.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E96 48ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard E96 48as V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e96.48as.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96-48as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96.48as.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard E96 48as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E96ads_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96ads.v7",
        "feature_note": "Standard_E96ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E96ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E96as_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96as.v7",
        "feature_note": "Standard_E96as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard E96as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E96ds_v7 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96ds.v7",
        "feature_note": "Standard_E96ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E96ds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 22,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 41,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 41,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E96ias_v4 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e96ias.v4",
        "feature_note": "Standard_E96ias_v4 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E96ias V4 VM size",
        "last_available_date": "2026-10-07",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_E96s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "feature_note": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.cc.v5",
        "feature_note": "Standard_EC16ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.v5",
        "feature_note": "Standard_EC16ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_EC16as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.ec20ads.cc.v5",
        "feature_note": "Standard_EC20ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "feature_note": "Standard_EC20ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ads.cc.v5",
        "feature_note": "Standard_EC96ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ads Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
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          "observed": 63,
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ads.v5",
        "feature_note": "Standard_EC96ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.cc.v5",
        "feature_note": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as Cc V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.v5",
        "feature_note": "Standard_EC96as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96iads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96iads.v5",
        "feature_note": "Standard_EC96iads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96iads V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ias_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ias.v5",
        "feature_note": "Standard_EC96ias_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ias V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F16 4amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.4amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16-4amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16.4amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F16 4amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F16 4ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.4ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16-4ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16.4ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F16 4ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F16 8amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.8amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16-8amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16.8amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F16 8amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F16 8ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f16.8ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16-8ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16.8ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F16 8ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F16ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16ads.v7",
        "feature_note": "Standard_F16ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F16ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F16alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16alds.v7",
        "feature_note": "Standard_F16alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F16alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F16als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f16als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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      {
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          "unknown": 0
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16ams.v7",
        "feature_note": "Standard_F16ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "error_code": null,
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f16as.v7",
        "feature_note": "Standard_F16as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F16as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
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      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F1ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1ads.v7",
        "feature_note": "Standard_F1ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F1ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        },
        "current": "available",
        "details_label": "Standard_F1alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1alds.v7",
        "feature_note": "Standard_F1alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "service": "compute"
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      {
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        },
        "current": "available",
        "details_label": "Standard_F1als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1als.v7",
        "feature_note": "Standard_F1als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
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        "last_available_date": "2026-10-07",
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1amds.v7",
        "feature_note": "Standard_F1amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F1amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1ams.v7",
        "feature_note": "Standard_F1ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F1ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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      },
      {
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        "coverage_before": {
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F1as_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f1as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f1as.v7",
        "feature_note": "Standard_F1as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F1as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F2 1amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f2.1amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2-1amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2.1amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F2 1amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F2 1ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f2.1ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2-1ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2.1ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F2 1ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
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        "coverage_before": {
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          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2ads.v7",
        "feature_note": "Standard_F2ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
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          "unavailable": 26,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2alds.v7",
        "feature_note": "Standard_F2alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2als.v7",
        "feature_note": "Standard_F2als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2amds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2amds.v7",
        "feature_note": "Standard_F2amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2ams_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2ams.v7",
        "feature_note": "Standard_F2ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F2as_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f2as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f2as.v7",
        "feature_note": "Standard_F2as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F2as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F32 16amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.16amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32-16amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32.16amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F32 16amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F32 16ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.16ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32-16ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32.16ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F32 16ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F32 8amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.8amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32-8amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32.8amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F32 8amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F32 8ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f32.8ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32-8ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32.8ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F32 8ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32ads.v7",
        "feature_note": "Standard_F32ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32alds.v7",
        "feature_note": "Standard_F32alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32als.v7",
        "feature_note": "Standard_F32als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32amds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32amds.v7",
        "feature_note": "Standard_F32amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32ams_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32ams.v7",
        "feature_note": "Standard_F32ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F32as_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f32as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f32as.v7",
        "feature_note": "Standard_F32as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F32as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F4 1amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.1amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4-1amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4.1amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F4 1amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F4 1ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.1ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4-1ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4.1ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F4 1ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F4 2amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.2amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4-2amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4.2amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F4 2amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F4 2ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f4.2ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4-2ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4.2ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F4 2ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F48ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f48ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48ads.v7",
        "feature_note": "Standard_F48ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F48ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F48alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f48alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48alds.v7",
        "feature_note": "Standard_F48alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F48alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F48als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f48als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48als.v7",
        "feature_note": "Standard_F48als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F48als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F48amds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f48amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48amds.v7",
        "feature_note": "Standard_F48amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48ams.v7",
        "feature_note": "Standard_F48ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F48ams V7 VM size",
        "last_available_date": "2026-10-07",
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        "service": "compute"
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      {
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          "unknown": 0
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f48as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
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          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f48as.v7",
        "feature_note": "Standard_F48as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F48as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F4ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4ads.v7",
        "feature_note": "Standard_F4ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F4alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4alds.v7",
        "feature_note": "Standard_F4alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F4als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4als.v7",
        "feature_note": "Standard_F4als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F4amds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4amds.v7",
        "feature_note": "Standard_F4amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4ams.v7",
        "feature_note": "Standard_F4ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        },
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F4as_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f4as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f4as.v7",
        "feature_note": "Standard_F4as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F4as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F64 16amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.16amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64-16amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64.16amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F64 16amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F64 16ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.16ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64-16ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64.16ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F64 16ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F64 32amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.32amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64-32amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
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        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64.32amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F64 32amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F64 32ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f64.32ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64-32ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64.32ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F64 32ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64ads.v7",
        "feature_note": "Standard_F64ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64alds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64alds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64alds.v7",
        "feature_note": "Standard_F64alds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64alds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64als_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64als_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64als.v7",
        "feature_note": "Standard_F64als_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64als V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64amds_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64amds.v7",
        "feature_note": "Standard_F64amds_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64ams_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64ams.v7",
        "feature_note": "Standard_F64ams_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F64as_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f64as_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f64as.v7",
        "feature_note": "Standard_F64as_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F64as V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F8 2amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.2amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f8-2amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f8.2amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F8 2amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F8 2ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.2ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f8-2ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f8.2ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F8 2ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F8 4amds V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.4amds.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f8-4amds_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f8.4amds.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F8 4amds V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard F8 4ams V7 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.f8.4ams.v7",
        "evidence_after": {
          "detail": "VM SKU 'standard_f8-4ams_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f8.4ams.v7",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "restorations",
        "label": "Standard F8 4ams V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_F80ads_v7 - Compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "VM SKU 'standard_f80ads_v7' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in canadacentral.",
          "error_code": null,
          "latency_ms": 1097,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.f80ads.v7",
        "feature_note": "Standard_F80ads_v7 is a compute optimized VM size decoded from Azure's naming convention. The name encodes 80 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "restorations",
        "label": "Standard F80ads V7 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 37,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 26,
          "unknown": 0
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        "evidence_after": {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds",
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        },
        "feature": "vmSkus.standard.fx12mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12mds VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx24mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx24mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx24mds VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx36mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx36mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx36mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx36mds VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48mds VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx4mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx4mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx4mds VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v3 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v3",
        "feature_note": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 144rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 144rs V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 24rs V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 48rs V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 96rs V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
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      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
          "status": "unavailable",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176rs.v4",
        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 60,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 144rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 144rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
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          "unknown": 0
        },
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          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 240rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "partial": 0,
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L16s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l16s.v2",
        "feature_note": "Standard_L16s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L16s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L32s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l32s.v2",
        "feature_note": "Standard_L32s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L32s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L48s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l48s.v2",
        "feature_note": "Standard_L48s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L48s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L64s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l64s.v2",
        "feature_note": "Standard_L64s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L64s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L80s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l80s.v2",
        "feature_note": "Standard_L80s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 80 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L80s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L8s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l8s.v2",
        "feature_note": "Standard_L8s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L8s V2 VM size",
        "last_available_date": "2026-10-07",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature": "vmSkus.standard.m832ds.12.v3",
        "feature_note": "Standard_M832ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M832ds 12 V3 VM size",
        "last_available_date": "2026-10-07",
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M832ids_16_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m832ids.16.v3",
        "feature_note": "Standard_M832ids_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. i = isolated in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 16. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_M832is_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 16. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature": "vmSkus.standard.m832s.12.v3",
        "feature_note": "Standard_M832s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12",
        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12.promo",
        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v2",
        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V2 VM size",
        "last_available_date": "2026-10-07",
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          "unknown": 0
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16ads.a10.v4",
        "feature_note": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16ads A10 V4 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24",
        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 Promo VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r.promo",
        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc32ads.a10.v4",
        "feature_note": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc32ads A10 V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8ads.a10.v4",
        "feature_note": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8ads A10 V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 59,
          "unknown": 0
        },
        "coverage_before": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 59,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ncc40ads.h100.v5",
        "feature_note": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ncc40ads H100 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 50,
          "unknown": 0
        },
        "coverage_before": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 50,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_GB300_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.gb300.v6",
        "feature_note": "Standard_ND128isr_GB300_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker GB300. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Gb300 V6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_NDR_GB200_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.ndr.gb200.v6",
        "feature_note": "Standard_ND128isr_NDR_GB200_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker NDR, GB200. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Ndr Gb200 V6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40rs.v2",
        "feature_note": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40rs V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND6s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd6s",
        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd6s VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 51,
          "unknown": 0
        },
        "coverage_before": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 51,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96amsr_A100_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96amsr.a100.v4",
        "feature_note": "Standard_ND96amsr_A100_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96amsr A100 V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96asr_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96asr.v4",
        "feature_note": "Standard_ND96asr_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96asr V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.mi300x.v5",
        "feature_note": "Standard_ND96is_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is Mi300x V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h200.v5",
        "feature_note": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H200. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H200 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.mi300x.v5",
        "feature_note": "Standard_ND96isr_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr Mi300x V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng16ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng16ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng16ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng16ads V620 V1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32adms V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32adms.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32adms.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32adms V620 V1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32ads V620 V1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng8ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng8ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng8ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng8ads V620 V1 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv10ads.a10.v5",
        "feature_note": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv10ads A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12",
        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv12ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads V710 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv24ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv24ads V710 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.a10.v5",
        "feature_note": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads A10 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv4ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads V710 V5 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6",
        "feature_note": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "canadacentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6.promo",
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        "label": "Standard Nv6 Promo VM size",
        "last_available_date": "2026-10-07",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5",
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        "feature": "vmSkus.standard.nv8ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
        "feature": "vmSkus.standard.pb6s",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "feature": "aiModels.deepseek.deepseek-v3-0324.1",
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        "kind": "continuing_absences",
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        "feature": "aiModels.meta.meta-llama-3-1-405b-instruct.1",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
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        "label": "Basic A0 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.v5",
        "feature_note": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.v5",
        "feature_note": "Standard_DC16as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ads.v5",
        "feature_note": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2as.v5",
        "feature_note": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2as V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "unknown": 0
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unavailable": 46,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.v5",
        "feature_note": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC32as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.v5",
        "feature_note": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.v5",
        "feature_note": "Standard_DC48ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.v5",
        "feature_note": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-10-06",
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      {
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        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.v5",
        "feature_note": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.v5",
        "feature_note": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.v5",
        "feature_note": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.v5",
        "feature_note": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.v5",
        "feature_note": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.v5",
        "feature_note": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96eds V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96es V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
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        "details_label": "Standard_E64i_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64i.v3",
        "feature_note": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64i V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64is_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64is.v3",
        "feature_note": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64is V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC128eds_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128eds.v5",
        "feature_note": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
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        },
        "current": "unavailable",
        "details_label": "Standard_EC128es_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128es.v5",
        "feature_note": "Standard_EC128es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unavailable": 0,
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          "total_regions": 63,
          "unavailable": 0,
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        },
        "current": null,
        "details_label": "Standard_EC128ieds_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": null,
          "error_code": null,
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.cc.v5",
        "feature_note": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.v5",
        "feature_note": "Standard_EC96as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96iads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96iads.v5",
        "feature_note": "Standard_EC96iads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96iads V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ias_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ias.v5",
        "feature_note": "Standard_EC96ias_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ias V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx24mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx24mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx24mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx36mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx36mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx36mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx36mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx4mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx4mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx4mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v3 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v3",
        "feature_note": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 144rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 144rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 24rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 48rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 96rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB176rs_v4 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176rs.v4",
        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "partial": 0,
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          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 144rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 240rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 65,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 16rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.16rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.16rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 16rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 32rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.32rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.32rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 32rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HC44rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44rs",
        "feature_note": "Standard_HC44rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 44 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hc44rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12",
        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12.promo",
        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v2",
        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v3",
        "feature_note": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC16ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16ads.a10.v4",
        "feature_note": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24",
        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r.promo",
        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v3",
        "feature_note": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v3",
        "feature_note": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc32ads.a10.v4",
        "feature_note": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc32ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v3",
        "feature_note": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8ads.a10.v4",
        "feature_note": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40rs.v2",
        "feature_note": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "observed": 63,
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          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND6s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd6s",
        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd6s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 12,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 51,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 51,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96amsr_A100_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96amsr.a100.v4",
        "feature_note": "Standard_ND96amsr_A100_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96amsr A100 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
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      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96asr_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96asr.v4",
        "feature_note": "Standard_ND96asr_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96asr V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "unavailable": 60,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.mi300x.v5",
        "feature_note": "Standard_ND96is_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is Mi300x V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "unknown": 0
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h200.v5",
        "feature_note": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H200. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H200 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.mi300x.v5",
        "feature_note": "Standard_ND96isr_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP10s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np10s",
        "feature_note": "Standard_NP10s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np10s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP20s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np20s",
        "feature_note": "Standard_NP20s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np20s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
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      {
        "absence_since": "2026-10-07",
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP40s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np40s",
        "feature_note": "Standard_NP40s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np40s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv10ads.a10.v5",
        "feature_note": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv10ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "unknown": 0
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12",
        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv12ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv24ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv24ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.a10.v5",
        "feature_note": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv4ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6",
        "feature_note": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6.promo",
        "feature_note": "Standard_NV6_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv8ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv8ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Pb6s VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.pb6s",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.pb6s",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Pb6s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "centraluseuap",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-10-09",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-10-08",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centraluseuap",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-09",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-08",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centraluseuap",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-09",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-10-08",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centraluseuap",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-09",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-10-08",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "centraluseuap",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "chilecentral",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds 3 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.3.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.3.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds 3 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_3_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.3.v3",
        "feature_note": "Standard_M128bds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds 3 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.v3",
        "feature_note": "Standard_M128bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bs.v3",
        "feature_note": "Standard_M128bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12ds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12ds.v3",
        "feature_note": "Standard_M12ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12ds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12s.v3",
        "feature_note": "Standard_M12s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12s V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bds.v3",
        "feature_note": "Standard_M16bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bs.v3",
        "feature_note": "Standard_M16bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16s.v3",
        "feature_note": "Standard_M16s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16s V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds 4 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.4.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.4.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds 4 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bds_4_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bds.4.v3",
        "feature_note": "Standard_M176bds_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard M176bds 4 V3 VM size",
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.m176bds.v3",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bs.v3",
        "feature_note": "Standard_M176bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176ds.3.v3",
        "feature_note": "Standard_M176ds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176s.3.v3",
        "feature_note": "Standard_M176s_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m24ds.v3",
        "feature_note": "Standard_M24ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-27",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m24s.v3",
        "feature_note": "Standard_M24s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32bds.v3",
        "feature_note": "Standard_M32bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-27",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32bs.v3",
        "feature_note": "Standard_M32bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32ts.v3",
        "feature_note": "Standard_M32ts_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. t = tiny memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48bds.v3",
        "feature_note": "Standard_M48bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48bs.v3",
        "feature_note": "Standard_M48bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-27",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.m48ds.1.v3",
        "feature_note": "Standard_M48ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48ds 1 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M48s_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48s.1.v3",
        "feature_note": "Standard_M48s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48s 1 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M64 32bds 1 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64.32bds.1.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64.32bds.1.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M64 32bds 1 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.1.v3",
        "feature_note": "Standard_M64bds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds 1 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.v3",
        "feature_note": "Standard_M64bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bs.v3",
        "feature_note": "Standard_M64bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M96 48bds 2 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m96.48bds.2.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96.48bds.2.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M96 48bds 2 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.2.v3",
        "feature_note": "Standard_M96bds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds 2 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.v3",
        "feature_note": "Standard_M96bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bs.v3",
        "feature_note": "Standard_M96bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bs V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.1.v3",
        "feature_note": "Standard_M96ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 1 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.2.v3",
        "feature_note": "Standard_M96ds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 2 V3 VM size",
        "last_available_date": "2026-10-27",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "chilecentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-28",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96s_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
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        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "eastus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unavailable": 58,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "eastus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
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          "unavailable": 58,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "eastus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 1,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
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        "region": "eastus2euap",
        "scope_reason": null,
        "service": "aks"
      },
      {
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        "coverage_after": {
          "available": 1,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
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        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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        "coverage_after": {
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-30",
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48eds V5 VM size",
        "last_available_date": "2026-09-29",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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      },
      {
        "absence_since": "2026-09-30",
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        "coverage_before": {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC48es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        },
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        "feature_note": "Standard_EC128es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "feature_note": "Standard_EC128ieds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "feature": "vmSkus.standard.ec128ies.v5",
        "feature_note": "Standard_EC128ies_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "GPT-5 chat model from OpenAI (version 2025-10-03)",
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        "modality": "Azure AI models",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "service": "compute"
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        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "current": "unavailable",
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
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        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
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        "previous": "unavailable",
        "region": "germanywestcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "germanywestcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "germanywestcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "germanywestcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A0 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B16pls_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b16pls.v2",
        "feature_note": "Standard_B16pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B16pls V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B16ps_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b16ps.v2",
        "feature_note": "Standard_B16ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B16ps V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B2pls_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b2pls.v2",
        "feature_note": "Standard_B2pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B2pls V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B2ps_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b2ps.v2",
        "feature_note": "Standard_B2ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B2ps V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B2pts_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b2pts.v2",
        "feature_note": "Standard_B2pts_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. t = tiny memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B2pts V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B4pls_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b4pls.v2",
        "feature_note": "Standard_B4pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B4pls V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B4ps_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b4ps.v2",
        "feature_note": "Standard_B4ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B4ps V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B8pls_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b8pls.v2",
        "feature_note": "Standard_B8pls_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B8pls V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_B8ps_v2 - Burstable general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.b8ps.v2",
        "feature_note": "Standard_B8ps_v2 is a burstable general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard B8ps V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D1 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d1",
        "feature_note": "Standard_D1 is a general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D11 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d11",
        "feature_note": "Standard_D11 is a general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D11 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D12 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d12",
        "feature_note": "Standard_D12 is a general purpose VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D12 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128ds.v7",
        "feature_note": "Standard_D128ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128lds.v7",
        "feature_note": "Standard_D128lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128ls.v7",
        "feature_note": "Standard_D128ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D128s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d128s.v7",
        "feature_note": "Standard_D128s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D128s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D13 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d13",
        "feature_note": "Standard_D13 is a general purpose VM size decoded from Azure's naming convention. The name encodes 13 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D13 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D14 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d14",
        "feature_note": "Standard_D14 is a general purpose VM size decoded from Azure's naming convention. The name encodes 14 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D14 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16ds.v7",
        "feature_note": "Standard_D16ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16lds.v7",
        "feature_note": "Standard_D16lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16ls.v7",
        "feature_note": "Standard_D16ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16pds.v5",
        "feature_note": "Standard_D16pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16pds.v6",
        "feature_note": "Standard_D16pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16plds.v5",
        "feature_note": "Standard_D16plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16plds.v6",
        "feature_note": "Standard_D16plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16pls.v5",
        "feature_note": "Standard_D16pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16pls.v6",
        "feature_note": "Standard_D16pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16ps.v5",
        "feature_note": "Standard_D16ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16ps.v6",
        "feature_note": "Standard_D16ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D16s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d16s.v7",
        "feature_note": "Standard_D16s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D16s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D192ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d192ds.v7",
        "feature_note": "Standard_D192ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D192ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D192lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d192lds.v7",
        "feature_note": "Standard_D192lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D192lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D192ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d192ls.v7",
        "feature_note": "Standard_D192ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D192ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D192s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d192s.v7",
        "feature_note": "Standard_D192s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D192s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2",
        "feature_note": "Standard_D2 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2ds.v7",
        "feature_note": "Standard_D2ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2lds.v7",
        "feature_note": "Standard_D2lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2ls.v7",
        "feature_note": "Standard_D2ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2pds.v5",
        "feature_note": "Standard_D2pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2pds.v6",
        "feature_note": "Standard_D2pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2plds.v5",
        "feature_note": "Standard_D2plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2plds.v6",
        "feature_note": "Standard_D2plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2pls.v5",
        "feature_note": "Standard_D2pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2pls.v6",
        "feature_note": "Standard_D2pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2ps.v5",
        "feature_note": "Standard_D2ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2ps.v6",
        "feature_note": "Standard_D2ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2s.v7",
        "feature_note": "Standard_D2s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D3 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d3",
        "feature_note": "Standard_D3 is a general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ds.v7",
        "feature_note": "Standard_D32ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32lds.v7",
        "feature_note": "Standard_D32lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ls.v7",
        "feature_note": "Standard_D32ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32pds.v5",
        "feature_note": "Standard_D32pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32pds.v6",
        "feature_note": "Standard_D32pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32plds.v5",
        "feature_note": "Standard_D32plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32plds.v6",
        "feature_note": "Standard_D32plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32pls.v5",
        "feature_note": "Standard_D32pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32pls.v6",
        "feature_note": "Standard_D32pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ps.v5",
        "feature_note": "Standard_D32ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32ps.v6",
        "feature_note": "Standard_D32ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D32s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d32s.v7",
        "feature_note": "Standard_D32s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D32s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4",
        "feature_note": "Standard_D4 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ds.v7",
        "feature_note": "Standard_D48ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48lds.v7",
        "feature_note": "Standard_D48lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ls.v7",
        "feature_note": "Standard_D48ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48pds.v5",
        "feature_note": "Standard_D48pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48pds.v6",
        "feature_note": "Standard_D48pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48plds.v5",
        "feature_note": "Standard_D48plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48plds.v6",
        "feature_note": "Standard_D48plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48pls.v5",
        "feature_note": "Standard_D48pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48pls.v6",
        "feature_note": "Standard_D48pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ps.v5",
        "feature_note": "Standard_D48ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48ps.v6",
        "feature_note": "Standard_D48ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D48s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d48s.v7",
        "feature_note": "Standard_D48s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D48s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ds.v7",
        "feature_note": "Standard_D4ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4lds.v7",
        "feature_note": "Standard_D4lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ls.v7",
        "feature_note": "Standard_D4ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4pds.v5",
        "feature_note": "Standard_D4pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4pds.v6",
        "feature_note": "Standard_D4pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4plds.v5",
        "feature_note": "Standard_D4plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4plds.v6",
        "feature_note": "Standard_D4plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4pls.v5",
        "feature_note": "Standard_D4pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4pls.v6",
        "feature_note": "Standard_D4pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ps.v5",
        "feature_note": "Standard_D4ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4ps.v6",
        "feature_note": "Standard_D4ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
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      {
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        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4s.v7",
        "feature_note": "Standard_D4s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ds.v7",
        "feature_note": "Standard_D64ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64lds.v7",
        "feature_note": "Standard_D64lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ls.v7",
        "feature_note": "Standard_D64ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64pds.v5",
        "feature_note": "Standard_D64pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64pds.v6",
        "feature_note": "Standard_D64pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64pds V6 VM size",
        "last_available_date": "2026-09-25",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64plds.v5",
        "feature_note": "Standard_D64plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64plds.v6",
        "feature_note": "Standard_D64plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard D64plds V6 VM size",
        "last_available_date": "2026-09-25",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64pls.v5",
        "feature_note": "Standard_D64pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64pls V5 VM size",
        "last_available_date": "2026-09-25",
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D64pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64pls.v6",
        "feature_note": "Standard_D64pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64pls V6 VM size",
        "last_available_date": "2026-09-25",
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ps.v5",
        "feature_note": "Standard_D64ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-09-25",
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        "current": "unavailable",
        "details_label": "Standard_D64ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64ps.v6",
        "feature_note": "Standard_D64ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64ps V6 VM size",
        "last_available_date": "2026-09-25",
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        "current": "unavailable",
        "details_label": "Standard_D64s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d64s.v7",
        "feature_note": "Standard_D64s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D64s V7 VM size",
        "last_available_date": "2026-09-25",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_D8ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8ds.v7",
        "feature_note": "Standard_D8ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8ds V7 VM size",
        "last_available_date": "2026-09-25",
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      {
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          "unknown": 0
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        "current": "unavailable",
        "details_label": "Standard_D8lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8lds.v7",
        "feature_note": "Standard_D8lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_D8ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8ls.v7",
        "feature_note": "Standard_D8ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8ls V7 VM size",
        "last_available_date": "2026-09-25",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_D8pds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8pds.v5",
        "feature_note": "Standard_D8pds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8pds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "previous": "unavailable",
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      {
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          "total_regions": 63,
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        "current": "unavailable",
        "details_label": "Standard_D8pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8pds.v6",
        "feature_note": "Standard_D8pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8plds_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8plds.v5",
        "feature_note": "Standard_D8plds_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8plds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8plds.v6",
        "feature_note": "Standard_D8plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 23,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8pls_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8pls.v5",
        "feature_note": "Standard_D8pls_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8pls V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8pls.v6",
        "feature_note": "Standard_D8pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 40,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 40,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8ps_v5 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8ps.v5",
        "feature_note": "Standard_D8ps_v5 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8ps V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8ps.v6",
        "feature_note": "Standard_D8ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D8s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d8s.v7",
        "feature_note": "Standard_D8s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D8s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unknown": 0
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96ds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96ds.v7",
        "feature_note": "Standard_D96ds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96ds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 18,
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          "partial": 0,
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          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96lds_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96lds.v7",
        "feature_note": "Standard_D96lds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96lds V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96ls_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96ls.v7",
        "feature_note": "Standard_D96ls_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96ls V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 22,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96pds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96pds.v6",
        "feature_note": "Standard_D96pds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96pds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96plds_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96plds.v6",
        "feature_note": "Standard_D96plds_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96plds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 21,
          "unknown": 0
        },
        "coverage_before": {
          "available": 42,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 21,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96pls_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96pls.v6",
        "feature_note": "Standard_D96pls_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. p = ARM-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96pls V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 41,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 22,
          "unknown": 0
        },
        "coverage_before": {
          "available": 41,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 22,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96ps_v6 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96ps.v6",
        "feature_note": "Standard_D96ps_v6 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96ps V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D96s_v7 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d96s.v7",
        "feature_note": "Standard_D96s_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D96s V7 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.v5",
        "feature_note": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ds.v3",
        "feature_note": "Standard_DC16ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16s.v3",
        "feature_note": "Standard_DC16s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1ds.v3",
        "feature_note": "Standard_DC1ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "unavailable": 38,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v3",
        "feature_note": "Standard_DC1s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC24ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc24ds.v3",
        "feature_note": "Standard_DC24ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc24ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "unavailable": 38,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC24s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc24s.v3",
        "feature_note": "Standard_DC24s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc24s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ads.v5",
        "feature_note": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2as.v5",
        "feature_note": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ds.v3",
        "feature_note": "Standard_DC2ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v3",
        "feature_note": "Standard_DC2s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.v5",
        "feature_note": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.v5",
        "feature_note": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ds.v3",
        "feature_note": "Standard_DC32ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-09-25",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32s.v3",
        "feature_note": "Standard_DC32s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.v5",
        "feature_note": "Standard_DC48ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.v5",
        "feature_note": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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        },
        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ds.v3",
        "feature_note": "Standard_DC48ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48s.v3",
        "feature_note": "Standard_DC48s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
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      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.v5",
        "feature_note": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
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          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.v5",
        "feature_note": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "previous": "unavailable",
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      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ds.v3",
        "feature_note": "Standard_DC4ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v3",
        "feature_note": "Standard_DC4s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.v5",
        "feature_note": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.v5",
        "feature_note": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.v5",
        "feature_note": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.v5",
        "feature_note": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ds.v3",
        "feature_note": "Standard_DC8ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ds V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s.v3",
        "feature_note": "Standard_DC8s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.v5",
        "feature_note": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.v5",
        "feature_note": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96eds V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96es V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds11 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds11",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds11",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds11 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds12 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds12",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds12",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds12 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds13 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds13",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds13",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds13 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds14 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds14",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds14",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds14 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard E128 32ds V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32ds.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.32ds.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard E128 32ds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard E128 32s V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.32s.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.32s.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard E128 32s V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard E128 64ds V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64ds.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.64ds.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard E128 64ds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard E128 64s V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.e128.64s.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128.64s.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard E128 64s V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E128ds_v6 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e128ds.v6",
        "feature_note": "Standard_E128ds_v6 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E128ds V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 52,
          "unknown": 0
        },
        "coverage_before": {
          "available": 11,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 52,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E128ds_v7 - Memory optimized VM size",
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        "feature_note": "Standard_E128ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_E128s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e160ads.v7",
        "feature_note": "Standard_E160ads_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 160 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_E160as_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 160 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "evidence_after": {
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        },
        "feature": "vmSkus.standard.e16ds.v7",
        "feature_note": "Standard_E16ds_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_E16pds_v5 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "feature": "vmSkus.standard.e16pds.v6",
        "feature_note": "Standard_E16pds_v6 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.e16ps.v5",
        "feature_note": "Standard_E16ps_v5 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.e16ps.v6",
        "feature_note": "Standard_E16ps_v6 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_E48s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_E4ps_v6 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. p = ARM-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "feature_note": "Standard_E64s_v7 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ads.v5",
        "feature_note": "Standard_EC96ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.cc.v5",
        "feature_note": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as Cc V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.v5",
        "feature_note": "Standard_EC96as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96iads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96iads.v5",
        "feature_note": "Standard_EC96iads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96iads V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ias_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ias.v5",
        "feature_note": "Standard_EC96ias_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ias V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12 6mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12.6mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12.6mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12 6mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12 6ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12.6ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12.6ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12 6ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12mds VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx16 4mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.4mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx16.4mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx16 4mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx16 4ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx16.4ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx16.4ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx16 4ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
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        },
        "feature": "vmSkus.standard.fx16.8mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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      {
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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          "unknown": 0
        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "scope_reason": null,
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          "unknown": 0
        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "scope_reason": null,
        "service": "compute"
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "scope_reason": null,
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        },
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        },
        "feature": "vmSkus.standard.fx24.6mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "modality": "VM SKUs",
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        "service": "compute"
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24.6ms.v2",
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        },
        "feature": "vmSkus.standard.fx24.6ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        "scope_reason": null,
        "service": "compute"
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds",
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        },
        "feature": "vmSkus.standard.fx24mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "service": "compute"
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds.v2",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx24mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "scope_reason": null,
        "service": "compute"
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      {
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        },
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        "details_label": "Standard Fx24ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24ms.v2",
        "evidence_after": {
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx24ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx24ms V2 VM size",
        "last_available_date": "2026-09-25",
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        "scope_reason": null,
        "service": "compute"
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      {
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        },
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        "details_label": "Standard Fx2mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx2mds.v2",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx2mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx2mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        },
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        "details_label": "Standard Fx2ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx2ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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        },
        "feature": "vmSkus.standard.fx2ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx2ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unavailable": 13,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32 16mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.16mds.v2",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32.16mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx32 16mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32 16ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.16ms.v2",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32.16ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "label": "Standard Fx32 16ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unavailable": 13,
          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32 8mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.8mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32.8mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx32 8mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unavailable": 13,
          "unknown": 0
        },
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          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32 8ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32.8ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32.8ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx32 8ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx32mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx32ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx32ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx32ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx32ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx36mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx36mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx36mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx36mds VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx4 2mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4.2mds.v2",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx4.2mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx4 2mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx4 2ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4.2ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx4.2ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx4 2ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48 12mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.12mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48.12mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48 12mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48 12ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.12ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48.12ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48 12ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
        "coverage_before": {
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          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48 24mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48.24mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48.24mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48 24mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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      {
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds",
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        },
        "feature": "vmSkus.standard.fx4mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
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        },
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        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        },
        "feature": "vmSkus.standard.fx64.16mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.16ms.v2",
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        },
        "feature": "vmSkus.standard.fx64.16ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.32mds.v2",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.fx64.32mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "modality": "VM SKUs",
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        "scope_reason": null,
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      },
      {
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        "details_label": "Standard Fx64 32ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64.32ms.v2",
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        },
        "feature": "vmSkus.standard.fx64.32ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-09-25",
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64mds.v2",
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        },
        "feature": "vmSkus.standard.fx64mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-09-25",
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx64ms.v2",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx64ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx64ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unavailable": 13,
          "unknown": 0
        },
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          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8 2mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.2mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8.2mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8 2mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
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          "unavailable": 13,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8 2ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.2ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8.2ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8 2ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "partial": 0,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8 4mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.4mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8.4mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8 4mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8 4ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8.4ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8.4ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8 4ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx8ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx8ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx8ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx8ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96 24mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.24mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96.24mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96 24mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96 24ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.24ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96.24ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96 24ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 13,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 13,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96 48mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.48mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96.48mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96 48mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96 48ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96.48ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96.48ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96 48ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96mds V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96mds.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96mds.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96mds V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx96ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx96ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx96ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx96ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G1 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g1",
        "feature_note": "Standard_G1 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G2 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g2",
        "feature_note": "Standard_G2 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G3 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g3",
        "feature_note": "Standard_G3 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G4 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g4",
        "feature_note": "Standard_G4 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G5 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g5",
        "feature_note": "Standard_G5 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 8 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 16 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.16",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.16",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 16 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 8 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v2 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v2",
        "feature_note": "Standard_HB120rs_v2 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v3 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v3",
        "feature_note": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 144rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 144rs V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "scope_reason": null,
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      },
      {
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          "unavailable": 54,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
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          "source": "snapshot",
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
        },
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unavailable": 60,
          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
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        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "scope_reason": null,
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      },
      {
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        },
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        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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        "novelty": null,
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        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 16rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.16rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.16rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 16rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 32rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.32rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.32rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 32rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HC44rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44rs",
        "feature_note": "Standard_HC44rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 44 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hc44rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L16s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m192ims.v2",
        "feature_note": "Standard_M192ims_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. i = isolated in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M192ims V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 48,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 15,
          "unknown": 0
        },
        "coverage_before": {
          "available": 48,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 15,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M192is_v2 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m192is.v2",
        "feature_note": "Standard_M192is_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 192 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M192is V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M208ms_v2 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m208ms.v2",
        "feature_note": "Standard_M208ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 208 vCPUs. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M208ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M208s_v2 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m208s.v2",
        "feature_note": "Standard_M208s_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 208 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M208s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 11,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M32dms_v2 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32dms.v2",
        "feature_note": "Standard_M32dms_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M32dms V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 11,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M32ms_v2 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32ms.v2",
        "feature_note": "Standard_M32ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M32ms V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M416 208ms V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m416.208ms.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416.208ms.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M416 208ms V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M416 208s V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m416.208s.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416.208s.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M416 208s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M416ds_10_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416ds.10.v3",
        "feature_note": "Standard_M416ds_10_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 10. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M416ds 10 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M416ds_12_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416ds.12.v3",
        "feature_note": "Standard_M416ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M416ds 12 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M416ds_6_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416ds.6.v3",
        "feature_note": "Standard_M416ds_6_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 6. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M416ds 6 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M416ds_8_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m416ds.8.v3",
        "feature_note": "Standard_M416ds_8_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 8. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M416ds 8 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M416ds_9_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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        "feature_note": "Standard_M624s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 624 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "feature_note": "Standard_M64dms_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature_note": "Standard_M64ms_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64s.v2",
        "feature_note": "Standard_M64s_v2 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.m832ds.12.v3",
        "feature_note": "Standard_M832ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_M832ids_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. i = isolated in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 16. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        },
        "feature": "vmSkus.standard.nc12",
        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 VM size",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.nc12.promo",
        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-09-25",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.nc12s.v2",
        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V2 VM size",
        "last_available_date": "2026-09-25",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
        "feature": "vmSkus.standard.nc12s.v3",
        "feature_note": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC16ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16ads.a10.v4",
        "feature_note": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16ads A10 V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 32,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 31,
          "unknown": 0
        },
        "coverage_before": {
          "available": 32,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 31,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC16as_T4_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16as.t4.v3",
        "feature_note": "Standard_NC16as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker T4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16as T4 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24",
        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 26,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 37,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 37,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24ads_A100_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24ads.a100.v4",
        "feature_note": "Standard_NC24ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24ads A100 V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r.promo",
        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v3",
        "feature_note": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v3",
        "feature_note": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 2,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc32ads.a10.v4",
        "feature_note": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc32ads A10 V4 VM size",
        "last_available_date": "2026-09-25",
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        "new_geography": null,
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
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          "unavailable": 37,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 37,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC40ads_H100_v5 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc40ads.h100.v5",
        "feature_note": "Standard_NC40ads_H100_v5 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc40ads H100 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "unavailable": 37,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 37,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC48ads_A100_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc48ads.a100.v4",
        "feature_note": "Standard_NC48ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc48ads A100 V4 VM size",
        "last_available_date": "2026-09-25",
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          "unavailable": 31,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC4as_T4_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc4as.t4.v3",
        "feature_note": "Standard_NC4as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker T4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard Nc4as T4 V3 VM size",
        "last_available_date": "2026-09-25",
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-09-25",
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        "new_geography": null,
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      {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        "current": "unavailable",
        "details_label": "Standard_NC64as_T4_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc64as.t4.v3",
        "feature_note": "Standard_NC64as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker T4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc64as T4 V3 VM size",
        "last_available_date": "2026-09-25",
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          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v3",
        "feature_note": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
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        },
        "current": "unavailable",
        "details_label": "Standard_NC80adis_H100_v5 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc80adis.h100.v5",
        "feature_note": "Standard_NC80adis_H100_v5 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 80 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc80adis H100 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8ads.a10.v4",
        "feature_note": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8ads A10 V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_NC8as_T4_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8as.t4.v3",
        "feature_note": "Standard_NC8as_T4_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker T4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8as T4 V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
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      {
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC96ads_A100_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc96ads.a100.v4",
        "feature_note": "Standard_NC96ads_A100_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc96ads A100 V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 59,
          "unknown": 0
        },
        "coverage_before": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 59,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ncc40ads.h100.v5",
        "feature_note": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ncc40ads H100 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 50,
          "unknown": 0
        },
        "coverage_before": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 50,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_GB300_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.gb300.v6",
        "feature_note": "Standard_ND128isr_GB300_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker GB300. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Gb300 V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_NDR_GB200_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.ndr.gb200.v6",
        "feature_note": "Standard_ND128isr_NDR_GB200_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker NDR, GB200. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Ndr Gb200 V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40rs.v2",
        "feature_note": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40rs V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND6s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd6s",
        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd6s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 51,
          "unknown": 0
        },
        "coverage_before": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 51,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96amsr_A100_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96amsr.a100.v4",
        "feature_note": "Standard_ND96amsr_A100_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96amsr A100 V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96asr_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96asr.v4",
        "feature_note": "Standard_ND96asr_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96asr V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_H100_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.h100.v5",
        "feature_note": "Standard_ND96is_H100_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is H100 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.mi300x.v5",
        "feature_note": "Standard_ND96is_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is Mi300x V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 22,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 41,
          "unknown": 0
        },
        "coverage_before": {
          "available": 22,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 41,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H100_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h100.v5",
        "feature_note": "Standard_ND96isr_H100_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H100 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h200.v5",
        "feature_note": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H200. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H200 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.mi300x.v5",
        "feature_note": "Standard_ND96isr_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr Mi300x V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng16ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng16ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng16ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng16ads V620 V1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32adms V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32adms.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32adms.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32adms V620 V1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32ads V620 V1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng8ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng8ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng8ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng8ads V620 V1 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP10s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np10s",
        "feature_note": "Standard_NP10s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np10s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP20s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np20s",
        "feature_note": "Standard_NP20s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np20s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP40s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np40s",
        "feature_note": "Standard_NP40s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np40s VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv10ads.a10.v5",
        "feature_note": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv10ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12",
        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.a10.v5",
        "feature_note": "Standard_NV12ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv12ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV18ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv18ads.a10.v5",
        "feature_note": "Standard_NV18ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 18 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv18ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv24ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv24ads V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV36adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv36adms.a10.v5",
        "feature_note": "Standard_NV36adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 36 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv36adms A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV36ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv36ads.a10.v5",
        "feature_note": "Standard_NV36ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 36 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv36ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.a10.v5",
        "feature_note": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv4ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6",
        "feature_note": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6.promo",
        "feature_note": "Standard_NV6_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 Promo VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6ads.a10.v5",
        "feature_note": "Standard_NV6ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 27,
          "unknown": 0
        },
        "coverage_before": {
          "available": 36,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 27,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV72ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv72ads.a10.v5",
        "feature_note": "Standard_NV72ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 72 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv72ads A10 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv8ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv8ads V710 V5 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-09-25",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "indiasouthcentral",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-26",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Pb6s VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.pb6s",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.pb6s",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
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        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "italynorth",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
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        "novelty": null,
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        "service": "compute"
      },
      {
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        "coverage_after": {
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        "coverage_before": {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-09-21",
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      },
      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
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        "service": "compute"
      },
      {
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_EC4ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "current": "unavailable",
        "details_label": "Standard_EC4as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec4as.cc.v5",
        "feature_note": "Standard_EC4as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec4as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC64ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec64ads.cc.v5",
        "feature_note": "Standard_EC64ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec64ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC64as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec64as.cc.v5",
        "feature_note": "Standard_EC64as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec64as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8ads.cc.v5",
        "feature_note": "Standard_EC8ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8as.cc.v5",
        "feature_note": "Standard_EC8as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ads.cc.v5",
        "feature_note": "Standard_EC96ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ads Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-09-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.cc.v5",
        "feature_note": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as Cc V5 VM size",
        "last_available_date": "2026-09-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds 3 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.3.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.3.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds 3 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_3_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.3.v3",
        "feature_note": "Standard_M128bds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds 3 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.v3",
        "feature_note": "Standard_M128bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bs.v3",
        "feature_note": "Standard_M128bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12ds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12ds.v3",
        "feature_note": "Standard_M12ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12ds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12s.v3",
        "feature_note": "Standard_M12s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12s V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bds.v3",
        "feature_note": "Standard_M16bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bs.v3",
        "feature_note": "Standard_M16bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16s.v3",
        "feature_note": "Standard_M16s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16s V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds 4 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.4.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.4.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds 4 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bds_4_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bds.4.v3",
        "feature_note": "Standard_M176bds_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176bds 4 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bds.v3",
        "feature_note": "Standard_M176bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bs.v3",
        "feature_note": "Standard_M176bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176ds_3_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176ds.3.v3",
        "feature_note": "Standard_M176ds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176ds 3 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M24ds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m24ds.v3",
        "feature_note": "Standard_M24ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M24ds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M24s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m24s.v3",
        "feature_note": "Standard_M24s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M24s V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M32bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32bds.v3",
        "feature_note": "Standard_M32bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M32bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M32bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32bs.v3",
        "feature_note": "Standard_M32bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M32bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M32ts_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m32ts.v3",
        "feature_note": "Standard_M32ts_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. t = tiny memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M32ts V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M48bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48bds.v3",
        "feature_note": "Standard_M48bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M48bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48bs.v3",
        "feature_note": "Standard_M48bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M48ds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48ds.1.v3",
        "feature_note": "Standard_M48ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48ds 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M48s_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m48s.1.v3",
        "feature_note": "Standard_M48s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M48s 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M64 32bds 1 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64.32bds.1.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64.32bds.1.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M64 32bds 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.1.v3",
        "feature_note": "Standard_M64bds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.v3",
        "feature_note": "Standard_M64bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bs.v3",
        "feature_note": "Standard_M64bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M96 48bds 2 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m96.48bds.2.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96.48bds.2.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M96 48bds 2 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.2.v3",
        "feature_note": "Standard_M96bds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds 2 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.v3",
        "feature_note": "Standard_M96bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bs.v3",
        "feature_note": "Standard_M96bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bs V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.1.v3",
        "feature_note": "Standard_M96ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.2.v3",
        "feature_note": "Standard_M96ds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 2 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96s_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96s.1.v3",
        "feature_note": "Standard_M96s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96s 1 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-29",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96s_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96s.2.v3",
        "feature_note": "Standard_M96s_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96s 2 V3 VM size",
        "last_available_date": "2026-10-28",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "italynorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_EC20ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
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        },
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        "feature_note": "Standard_D2 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D3 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d3",
        "feature_note": "Standard_D3 is a general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D3 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4",
        "feature_note": "Standard_D4 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds1 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds11 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds11",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds11",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds11 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds12 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds12",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds12",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds12 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds13 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds13",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds13",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds13 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds14 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds14",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds14",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds14 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds2 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds3 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds4 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G1 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g1",
        "feature_note": "Standard_G1 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G1 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G2 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g2",
        "feature_note": "Standard_G2 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G2 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G3 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g3",
        "feature_note": "Standard_G3 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G3 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G4 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g4",
        "feature_note": "Standard_G4 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G4 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G5 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g5",
        "feature_note": "Standard_G5 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G5 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs1 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs2 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs3 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 4 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 8 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 16 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.16",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.16",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 16 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 8 VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L16s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l16s",
        "feature_note": "Standard_L16s is a storage optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L16s VM size",
        "last_available_date": "2026-10-09",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uaenorth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-10",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L32s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
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          "error_code": null,
          "latency_ms": 31562,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "new_listings",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": "Europe",
        "novelty": "First observed in retained monitoring history; not a confirmed product launch.",
        "previous": null,
        "region": "uksouth",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
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          "observed": 63,
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          "unavailable": 58,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uksouth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
          "available": 5,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uksouth",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 9,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uksouth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
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          "unavailable": 58,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uksouth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "uksouth",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-02",
        "coverage_after": {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-10-01",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-14",
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          "total_regions": 63,
          "unavailable": 0,
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        },
        "current": null,
        "details_label": "deepseek r1 0528 (catalog version 1) - deepseek",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners",
        "evidence_after": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "aiModels.deepseek.deepseek-r1-0528.1",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "continuing_absences",
        "label": "deepseek r1 0528 model from deepseek (version 1)",
        "last_available_date": "2026-10-12",
        "modality": "Azure AI models",
        "new_geography": null,
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        "region": "ukwest",
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        "service": "ai"
      },
      {
        "absence_since": "2026-10-14",
        "coverage_after": {
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        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": null,
        "details_label": "deepseek v3 0324 (catalog version 1) - deepseek",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners",
        "evidence_after": {
          "detail": null,
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-24",
        "coverage_after": {
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          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-24",
        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-09-13",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-09-13",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westeurope",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-24",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-23",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-24",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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      },
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          "unavailable": 0,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": null,
        "details_label": "GPT-5 3 chat (catalog version 2026-03-03) - OpenAI",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "aiModels.openai.gpt-5-3-chat.2026-03-03",
        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "continuing_absences",
        "label": "GPT-5 3 chat model from OpenAI (version 2026-03-03)",
        "last_available_date": "2026-09-28",
        "modality": "Azure AI models",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "westus",
        "scope_reason": null,
        "service": "ai"
      },
      {
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          "available": 0,
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          "total_regions": 65,
          "unavailable": 0,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": null,
        "details_label": "GPT-5 chat (catalog version 2025-08-07)",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure#gpt-5",
        "evidence_after": {
          "detail": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "aiModels.openai.gpt-5-chat.2025-08-07",
        "feature_note": "A preview GPT-5 conversational variant rather than the GPT-5 reasoning model. Accepts text and image input and produces text output. Uses Chat Completions or Responses APIs; preview versions have a distinct lifecycle. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency. The exact catalog version is documented; this is not a launch-date claim.",
        "kind": "continuing_absences",
        "label": "GPT-5 chat model from OpenAI (version 2025-08-07)",
        "last_available_date": "2026-09-28",
        "modality": "Azure AI models",
        "new_geography": null,
        "novelty": null,
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        "region": "westus",
        "scope_reason": null,
        "service": "ai"
      },
      {
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          "observed": 0,
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          "unavailable": 0,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": null,
        "details_label": "GPT-5 chat (catalog version 2025-10-03)",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure#gpt-5",
        "evidence_after": {
          "detail": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "aiModels.openai.gpt-5-chat.2025-10-03",
        "feature_note": "A preview GPT-5 conversational variant rather than the GPT-5 reasoning model. Accepts text and image input and produces text output. Uses Chat Completions or Responses APIs; preview versions have a distinct lifecycle. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency. The exact catalog version is documented; this is not a launch-date claim.",
        "kind": "continuing_absences",
        "label": "GPT-5 chat model from OpenAI (version 2025-10-03)",
        "last_available_date": "2026-09-28",
        "modality": "Azure AI models",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "westus",
        "scope_reason": null,
        "service": "ai"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "westus",
        "scope_reason": null,
        "service": "aks"
      },
      {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A0 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC48es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
        "service": "compute"
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      {
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        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-10-06",
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
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        "details_label": "Standard_DC64eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
      },
      {
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        "coverage_before": {
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          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as Cc V5 VM size",
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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        },
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        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
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          "unknown": 0
        },
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        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as Cc V5 VM size",
        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96eds V5 VM size",
        "last_available_date": "2026-10-06",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96es V5 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
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        "details_label": "Standard_E64i_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64i.v3",
        "feature_note": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64i V3 VM size",
        "last_available_date": "2026-10-06",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64is_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64is.v3",
        "feature_note": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64is V3 VM size",
        "last_available_date": "2026-10-06",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_EC128eds_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128eds.v5",
        "feature_note": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC128es_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature": "vmSkus.standard.ec128es.v5",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec64es.v5",
        "feature_note": "Standard_EC64es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec64es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8ads.cc.v5",
        "feature_note": "Standard_EC8ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8as.cc.v5",
        "feature_note": "Standard_EC8as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8eds_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8eds.v5",
        "feature_note": "Standard_EC8eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8eds V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC8es_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec8es.v5",
        "feature_note": "Standard_EC8es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec8es V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96ads.cc.v5",
        "feature_note": "Standard_EC96ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96ads Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC96as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec96as.cc.v5",
        "feature_note": "Standard_EC96as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec96as Cc V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx12mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx12mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx12mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx12mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx24mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx24mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx24mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx24mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx36mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx36mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx36mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx36mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx48mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx48mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx48mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx48mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 55,
          "unknown": 0
        },
        "coverage_before": {
          "available": 8,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 55,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Fx4mds VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.fx4mds",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.fx4mds",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Fx4mds VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
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          "unavailable": 49,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v2 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v2",
        "feature_note": "Standard_HB120rs_v2 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v3 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v3",
        "feature_note": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 144rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 144rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 24rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 48rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 96rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "region": "westus",
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      },
      {
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        "coverage_after": {
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          "unavailable": 54,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB176rs_v4 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176rs.v4",
        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 144rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 144rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
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          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 240rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
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          "unknown": 0
        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 16rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.16rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.16rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 16rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 32rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.32rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.32rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 32rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HC44rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44rs",
        "feature_note": "Standard_HC44rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 44 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hc44rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds 3 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.3.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.3.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds 3 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M128 64bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m128.64bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128.64bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M128 64bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_3_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.3.v3",
        "feature_note": "Standard_M128bds_3_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 3. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds 3 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bds.v3",
        "feature_note": "Standard_M128bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M128bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m128bs.v3",
        "feature_note": "Standard_M128bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M128bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12ds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12ds.v3",
        "feature_note": "Standard_M12ds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12ds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M12s_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m12s.v3",
        "feature_note": "Standard_M12s_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M12s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bds.v3",
        "feature_note": "Standard_M16bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M16bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m16bs.v3",
        "feature_note": "Standard_M16bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M16bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds 4 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.4.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.4.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds 4 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bds V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bds.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bds.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M176 88bs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m176.88bs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176.88bs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M176 88bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bds_4_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bds.4.v3",
        "feature_note": "Standard_M176bds_4_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 4. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176bds 4 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M176bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m176bds.v3",
        "feature_note": "Standard_M176bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M176bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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        "feature_note": "Standard_M416ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.m416ds.6.v3",
        "feature_note": "Standard_M416ds_6_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 416 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 6. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M624s_12_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m624s.12.v3",
        "feature_note": "Standard_M624s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 624 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M624s 12 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M64 32bds 1 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m64.32bds.1.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64.32bds.1.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M64 32bds 1 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.1.v3",
        "feature_note": "Standard_M64bds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds 1 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bds.v3",
        "feature_note": "Standard_M64bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M64bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m64bs.v3",
        "feature_note": "Standard_M64bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M64bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M832ds_12_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m832ds.12.v3",
        "feature_note": "Standard_M832ds_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M832ds 12 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M832ids_16_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m832ids.16.v3",
        "feature_note": "Standard_M832ids_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. i = isolated in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 16. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M832ids 16 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M832is_16_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m832is.16.v3",
        "feature_note": "Standard_M832is_16_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 16. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M832is 16 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M832s_12_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m832s.12.v3",
        "feature_note": "Standard_M832s_12_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 832 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 12. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M832s 12 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard M96 48bds 2 V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.m96.48bds.2.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96.48bds.2.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard M96 48bds 2 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.2.v3",
        "feature_note": "Standard_M96bds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds 2 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bds_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bds.v3",
        "feature_note": "Standard_M96bds_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bds V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
        "coverage_before": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96bs_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96bs.v3",
        "feature_note": "Standard_M96bs_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. b = remote storage bandwidth optimized in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96bs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.1.v3",
        "feature_note": "Standard_M96ds_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 1 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
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          "available": 31,
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 32,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96ds_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96ds.2.v3",
        "feature_note": "Standard_M96ds_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96ds 2 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 31,
          "observed": 63,
          "partial": 0,
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          "unavailable": 32,
          "unknown": 0
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96s_1_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96s.1.v3",
        "feature_note": "Standard_M96s_1_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 1. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96s 1 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
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          "available": 31,
          "observed": 63,
          "partial": 0,
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          "unavailable": 32,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 32,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_M96s_2_v3 - Large-memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.m96s.2.v3",
        "feature_note": "Standard_M96s_2_v3 is a large-memory optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker 2. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard M96s 2 V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12",
        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12.promo",
        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
      },
      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v2",
        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
      },
      {
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          "unavailable": 58,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v3",
        "feature_note": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
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      {
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        "coverage_after": {
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          "unavailable": 61,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC16ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16ads.a10.v4",
        "feature_note": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24",
        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
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          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r.promo",
        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v3",
        "feature_note": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v3",
        "feature_note": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc32ads.a10.v4",
        "feature_note": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc32ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v3",
        "feature_note": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8ads.a10.v4",
        "feature_note": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8ads A10 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 59,
          "unknown": 0
        },
        "coverage_before": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 59,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ncc40ads.h100.v5",
        "feature_note": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ncc40ads H100 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 50,
          "unknown": 0
        },
        "coverage_before": {
          "available": 13,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 50,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_GB300_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.gb300.v6",
        "feature_note": "Standard_ND128isr_GB300_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker GB300. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Gb300 V6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND128isr_NDR_GB200_v6 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isr.ndr.gb200.v6",
        "feature_note": "Standard_ND128isr_NDR_GB200_v6 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker NDR, GB200. The name identifies VM family-series version v6. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isr Ndr Gb200 V6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40rs.v2",
        "feature_note": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40rs V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND6s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd6s",
        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd6s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 51,
          "unknown": 0
        },
        "coverage_before": {
          "available": 12,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 51,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96amsr_A100_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96amsr.a100.v4",
        "feature_note": "Standard_ND96amsr_A100_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker A100. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96amsr A100 V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96asr_v4 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96asr.v4",
        "feature_note": "Standard_ND96asr_v4 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96asr V4 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h200.v5",
        "feature_note": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H200. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H200 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng16ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng16ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng16ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng16ads V620 V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32adms V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32adms.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32adms.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32adms V620 V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32ads V620 V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng8ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng8ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng8ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng8ads V620 V1 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP10s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np10s",
        "feature_note": "Standard_NP10s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np10s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP20s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np20s",
        "feature_note": "Standard_NP20s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np20s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NP40s - FPGA accelerated VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.np40s",
        "feature_note": "Standard_NP40s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Np40s VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv10ads.a10.v5",
        "feature_note": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv10ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12",
        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-06",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-07",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.v5",
        "feature_note": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.v5",
        "feature_note": "Standard_DC16as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ads.v5",
        "feature_note": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2as.v5",
        "feature_note": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2as V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
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          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
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        "coverage_after": {
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.v5",
        "feature_note": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
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      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
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          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.v5",
        "feature_note": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        "coverage_before": {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.v5",
        "feature_note": "Standard_DC48ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.v5",
        "feature_note": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48eds V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48es V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.v5",
        "feature_note": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.v5",
        "feature_note": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as V5 VM size",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4es V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        },
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        "details_label": "Standard_DC4s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.v5",
        "feature_note": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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        "coverage_after": {
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.v5",
        "feature_note": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as V5 VM size",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-21",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64es V5 VM size",
        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        "evidence_before": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.v5",
        "feature_note": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.v5",
        "feature_note": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        "details_label": "Standard_DC8es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.v5",
        "feature_note": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads V5 VM size",
        "last_available_date": "2026-10-21",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.v5",
        "feature_note": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_label": "Standard_E64i_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64i.v3",
        "feature_note": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64i V3 VM size",
        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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        },
        "feature": "vmSkus.standard.e64is.v3",
        "feature_note": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128eds.v5",
        "feature_note": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128eds V5 VM size",
        "last_available_date": "2026-10-21",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128es.v5",
        "feature_note": "Standard_EC128es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.cc.v5",
        "feature_note": "Standard_EC16ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16ads Cc V5 VM size",
        "last_available_date": "2026-10-21",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.v5",
        "feature_note": "Standard_EC16ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16ads V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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      {
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        "current": "unavailable",
        "details_label": "Standard_EC16as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v3",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "scope_reason": null,
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      },
      {
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          "unknown": 0
        },
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          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v3",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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      {
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          "unavailable": 54,
          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v3",
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        },
        "feature": "vmSkus.standard.hb120.96rs.v3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "label": "Standard Hb120 96rs V3 VM size",
        "last_available_date": "2026-10-21",
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        "service": "compute"
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          "unavailable": 54,
          "unknown": 0
        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v3",
        "feature_note": "Standard_HB120rs_v3 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
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      {
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          "unknown": 0
        },
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        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
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        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 96rs V4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "service": "compute"
      },
      {
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          "unknown": 0
        },
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        "details_label": "Standard_HB176rs_v4 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176rs.v4",
        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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        "details_label": "Standard Hb368 144rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
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          "source": "snapshot",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 144rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
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        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
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        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 240rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12",
        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12.promo",
        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v2",
        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC12s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v3",
        "feature_note": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc12s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC16ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc16ads.a10.v4",
        "feature_note": "Standard_NC16ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc16ads A10 V4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24",
        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24r_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24r.promo",
        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24r Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24rs_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v3",
        "feature_note": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24rs V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v3",
        "feature_note": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC32ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc32ads.a10.v4",
        "feature_note": "Standard_NC32ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc32ads A10 V4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v3",
        "feature_note": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 61,
          "unknown": 0
        },
        "coverage_before": {
          "available": 2,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 61,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC8ads_A10_v4 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc8ads.a10.v4",
        "feature_note": "Standard_NC8ads_A10_v4 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc8ads A10 V4 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 59,
          "unknown": 0
        },
        "coverage_before": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 59,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ncc40ads.h100.v5",
        "feature_note": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ncc40ads H100 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND6s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd6s",
        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd6s VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_H100_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.h100.v5",
        "feature_note": "Standard_ND96is_H100_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is H100 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96is_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96is.mi300x.v5",
        "feature_note": "Standard_ND96is_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96is Mi300x V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_H200_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.h200.v5",
        "feature_note": "Standard_ND96isr_H200_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker H200. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr H200 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND96isr_MI300X_v5 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd96isr.mi300x.v5",
        "feature_note": "Standard_ND96isr_MI300X_v5 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker MI300X. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd96isr Mi300x V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng16ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng16ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng16ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng16ads V620 V1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32adms V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32adms.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32adms.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32adms V620 V1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng32ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng32ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng32ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng32ads V620 V1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ng8ads V620 V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ng8ads.v620.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ng8ads.v620.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ng8ads V620 V1 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV10ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv10ads.a10.v5",
        "feature_note": "Standard_NV10ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv10ads A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12",
        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv12ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv24ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv24ads V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.a10.v5",
        "feature_note": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads A10 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv4ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6",
        "feature_note": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6.promo",
        "feature_note": "Standard_NV6_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 Promo VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-22",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv8ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv8ads V710 V5 VM size",
        "last_available_date": "2026-10-21",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus2",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-14",
        "coverage_after": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 0,
          "unknown": 0
        },
        "coverage_before": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": null,
        "details_label": "deepseek r1 0528 (catalog version 1) - deepseek",
        "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-from-partners",
        "evidence_after": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
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        "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
        "kind": "new_listings",
        "label": "GPT-transcribe model from OpenAI (version 2026-07-28)",
        "last_available_date": null,
        "modality": "Azure AI models",
        "new_geography": null,
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "ai"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 0,
          "observed": 0,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 0,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": null,
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": null,
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
        "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
        "kind": "other_changes",
        "label": "microsoft.arcflexnodetrustauthority AKS extension",
        "last_available_date": null,
        "modality": "AKS extensions",
        "new_geography": null,
        "novelty": null,
        "previous": null,
        "region": "westus3",
        "scope_reason": null,
        "service": "aks"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A0 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Basic A4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.basic.a4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.basic.a4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Basic A4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard A0 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.a0",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a0",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard A0 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A1 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a1",
        "feature_note": "Standard_A1 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A10 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a10",
        "feature_note": "Standard_A10 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A10 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A11 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a11",
        "feature_note": "Standard_A11 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A11 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A2 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a2",
        "feature_note": "Standard_A2 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A3 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a3",
        "feature_note": "Standard_A3 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A4 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a4",
        "feature_note": "Standard_A4 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A5 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a5",
        "feature_note": "Standard_A5 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A6 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a6",
        "feature_note": "Standard_A6 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A6 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A7 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a7",
        "feature_note": "Standard_A7 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 7 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A7 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A8 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a8",
        "feature_note": "Standard_A8 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A8 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_A9 - Entry-level general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.a9",
        "feature_note": "Standard_A9 is a entry-level general purpose VM size decoded from Azure's naming convention. The name encodes 9 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard A9 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D1 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d1",
        "feature_note": "Standard_D1 is a general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D11 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d11",
        "feature_note": "Standard_D11 is a general purpose VM size decoded from Azure's naming convention. The name encodes 11 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D11 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D12 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d12",
        "feature_note": "Standard_D12 is a general purpose VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D12 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D13 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d13",
        "feature_note": "Standard_D13 is a general purpose VM size decoded from Azure's naming convention. The name encodes 13 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D13 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D14 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d14",
        "feature_note": "Standard_D14 is a general purpose VM size decoded from Azure's naming convention. The name encodes 14 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D14 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D2 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d2",
        "feature_note": "Standard_D2 is a general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D3 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d3",
        "feature_note": "Standard_D3 is a general purpose VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_D4 - General purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.d4",
        "feature_note": "Standard_D4 is a general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard D4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.cc.v5",
        "feature_note": "Standard_DC16ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ads.v5",
        "feature_note": "Standard_DC16ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.cc.v5",
        "feature_note": "Standard_DC16as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 45,
          "unknown": 0
        },
        "coverage_before": {
          "available": 18,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 45,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16as.v5",
        "feature_note": "Standard_DC16as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16ds.v3",
        "feature_note": "Standard_DC16ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16eds.v5",
        "feature_note": "Standard_DC16eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16es.v5",
        "feature_note": "Standard_DC16es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC16s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc16s.v3",
        "feature_note": "Standard_DC16s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc16s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1ds.v3",
        "feature_note": "Standard_DC1ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v2",
        "feature_note": "Standard_DC1s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC1s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc1s.v3",
        "feature_note": "Standard_DC1s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc1s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC24ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc24ds.v3",
        "feature_note": "Standard_DC24ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc24ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC24s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc24s.v3",
        "feature_note": "Standard_DC24s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc24s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ads.v5",
        "feature_note": "Standard_DC2ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2as.v5",
        "feature_note": "Standard_DC2as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2ds.v3",
        "feature_note": "Standard_DC2ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2eds.v5",
        "feature_note": "Standard_DC2eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2es.v5",
        "feature_note": "Standard_DC2es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s",
        "feature_note": "Standard_DC2s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v2",
        "feature_note": "Standard_DC2s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC2s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc2s.v3",
        "feature_note": "Standard_DC2s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc2s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.cc.v5",
        "feature_note": "Standard_DC32ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ads.v5",
        "feature_note": "Standard_DC32ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.cc.v5",
        "feature_note": "Standard_DC32as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32as.v5",
        "feature_note": "Standard_DC32as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32as V5 VM size",
        "last_available_date": "2026-10-02",
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      {
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          "unknown": 0
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        "current": "unavailable",
        "details_label": "Standard_DC32ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32ds.v3",
        "feature_note": "Standard_DC32ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32ds V3 VM size",
        "last_available_date": "2026-10-02",
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      {
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32eds.v5",
        "feature_note": "Standard_DC32eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32eds V5 VM size",
        "last_available_date": "2026-10-02",
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      {
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          "unknown": 0
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        "current": "unavailable",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32es.v5",
        "feature_note": "Standard_DC32es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC32s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc32s.v3",
        "feature_note": "Standard_DC32s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc32s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.cc.v5",
        "feature_note": "Standard_DC48ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ads.v5",
        "feature_note": "Standard_DC48ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ads V5 VM size",
        "last_available_date": "2026-10-02",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.cc.v5",
        "feature_note": "Standard_DC48as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as Cc V5 VM size",
        "last_available_date": "2026-10-02",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48as.v5",
        "feature_note": "Standard_DC48as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48as V5 VM size",
        "last_available_date": "2026-10-02",
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      {
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        "details_label": "Standard_DC48ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48ds.v3",
        "feature_note": "Standard_DC48ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48ds V3 VM size",
        "last_available_date": "2026-10-02",
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      {
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        "current": "unavailable",
        "details_label": "Standard_DC48eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48eds.v5",
        "feature_note": "Standard_DC48eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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      {
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          "unknown": 0
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        "current": "unavailable",
        "details_label": "Standard_DC48es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48es.v5",
        "feature_note": "Standard_DC48es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC48s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc48s.v3",
        "feature_note": "Standard_DC48s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc48s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.cc.v5",
        "feature_note": "Standard_DC4ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ads.v5",
        "feature_note": "Standard_DC4ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.cc.v5",
        "feature_note": "Standard_DC4as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4as.v5",
        "feature_note": "Standard_DC4as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4ds.v3",
        "feature_note": "Standard_DC4ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4eds.v5",
        "feature_note": "Standard_DC4eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4es.v5",
        "feature_note": "Standard_DC4es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s",
        "feature_note": "Standard_DC4s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v2",
        "feature_note": "Standard_DC4s_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC4s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc4s.v3",
        "feature_note": "Standard_DC4s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc4s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.cc.v5",
        "feature_note": "Standard_DC64ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64ads.v5",
        "feature_note": "Standard_DC64ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "observed": 63,
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          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
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          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.cc.v5",
        "feature_note": "Standard_DC64as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64as.v5",
        "feature_note": "Standard_DC64as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64eds.v5",
        "feature_note": "Standard_DC64eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unknown": 0
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC64es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc64es.v5",
        "feature_note": "Standard_DC64es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc64es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8_v2 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8.v2",
        "feature_note": "Standard_DC8_v2 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8 V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "total_regions": 63,
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          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.cc.v5",
        "feature_note": "Standard_DC8ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
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        "service": "compute"
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      {
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          "unknown": 0
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        "current": "unavailable",
        "details_label": "Standard_DC8ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ads.v5",
        "feature_note": "Standard_DC8ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
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        "previous": "unavailable",
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        "service": "compute"
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      {
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          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.cc.v5",
        "feature_note": "Standard_DC8as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8as.v5",
        "feature_note": "Standard_DC8as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
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        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8ds_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8ds.v3",
        "feature_note": "Standard_DC8ds_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8ds V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8eds.v5",
        "feature_note": "Standard_DC8eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
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        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8es.v5",
        "feature_note": "Standard_DC8es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s",
        "feature_note": "Standard_DC8s is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 38,
          "unknown": 0
        },
        "coverage_before": {
          "available": 25,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 38,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC8s_v3 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc8s.v3",
        "feature_note": "Standard_DC8s_v3 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc8s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.cc.v5",
        "feature_note": "Standard_DC96ads_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96ads_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96ads.v5",
        "feature_note": "Standard_DC96ads_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_CC_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.cc.v5",
        "feature_note": "Standard_DC96as_CC_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96as_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96as.v5",
        "feature_note": "Standard_DC96as_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96as V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96eds_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96eds.v5",
        "feature_note": "Standard_DC96eds_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_DC96es_v5 - Confidential general purpose VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.dc96es.v5",
        "feature_note": "Standard_DC96es_v5 is a confidential general purpose VM size decoded from Azure's naming convention. The name encodes 96 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Dc96es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds11 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds11",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds11",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds11 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds12 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds12",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds12",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds12 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds13 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds13",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds13",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds13 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds14 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds14",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds14",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds14 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 24,
          "unknown": 0
        },
        "coverage_before": {
          "available": 39,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 24,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Ds4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.ds4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ds4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Ds4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64i_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64i.v3",
        "feature_note": "Standard_E64i_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64i V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_E64is_v3 - Memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.e64is.v3",
        "feature_note": "Standard_E64is_v3 is a memory optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. i = isolated in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard E64is V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC128eds_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128eds.v5",
        "feature_note": "Standard_EC128eds_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128eds V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC128es_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec128es.v5",
        "feature_note": "Standard_EC128es_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. e = confidential TDX in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec128es V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC16ads_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.cc.v5",
        "feature_note": "Standard_EC16ads_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16ads Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC16ads_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16ads.v5",
        "feature_note": "Standard_EC16ads_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16ads V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 56,
          "unknown": 0
        },
        "coverage_before": {
          "available": 7,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 56,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC16as_CC_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16as.cc.v5",
        "feature_note": "Standard_EC16as_CC_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker CC. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16as Cc V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 46,
          "unknown": 0
        },
        "coverage_before": {
          "available": 17,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 46,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_EC16as_v5 - Confidential memory optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ec16as.v5",
        "feature_note": "Standard_EC16as_v5 is a confidential memory optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ec16as V5 VM size",
        "last_available_date": "2026-10-02",
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        },
        "feature": "vmSkus.standard.g1",
        "feature_note": "Standard_G1 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 1 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
        "feature": "vmSkus.standard.g2",
        "feature_note": "Standard_G2 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 2 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G3 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g3",
        "feature_note": "Standard_G3 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 3 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G4 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g4",
        "feature_note": "Standard_G4 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_G5 - Memory and storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.g5",
        "feature_note": "Standard_G5 is a memory and storage optimized VM size decoded from Azure's naming convention. The name encodes 5 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard G5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs3 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs3",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs3",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs4 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs4.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs4.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs4 8 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 16 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.16",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.16",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 16 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Gs5 8 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.gs5.8",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.gs5.8",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Gs5 8 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16",
        "feature_note": "Standard_H16 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16.promo",
        "feature_note": "Standard_H16_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m",
        "feature_note": "Standard_H16m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16m.promo",
        "feature_note": "Standard_H16m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16m Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr",
        "feature_note": "Standard_H16mr is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16mr_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16mr.promo",
        "feature_note": "Standard_H16mr_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. m = memory intensive in the documented naming convention. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16mr Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r",
        "feature_note": "Standard_H16r is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H16r_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h16r.promo",
        "feature_note": "Standard_H16r_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H16r Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8",
        "feature_note": "Standard_H8 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8.promo",
        "feature_note": "Standard_H8_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m",
        "feature_note": "Standard_H8m is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_H8m_PROMO - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.h8m.promo",
        "feature_note": "Standard_H8m_PROMO is a high performance compute VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. m = memory intensive in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard H8m Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 16rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.16rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.16rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 16rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 32rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.32rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.32rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 32rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 64rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.64rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
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        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.64rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 64rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb120 96rs V2 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb120.96rs.v2",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120.96rs.v2",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb120 96rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
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          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB120rs_v2 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb120rs.v2",
        "feature_note": "Standard_HB120rs_v2 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 120 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb120rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "unavailable": 54,
          "unknown": 0
        },
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          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 144rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.144rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.144rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 144rs V4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 24rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.24rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.24rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 24rs V4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 48rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.48rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.48rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 48rs V4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb176 96rs V4 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb176.96rs.v4",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176.96rs.v4",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb176 96rs V4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB176rs_v4 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb176rs.v4",
        "feature_note": "Standard_HB176rs_v4 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 176 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb176rs V4 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 144rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.144rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
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          "source": "snapshot",
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          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.144rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 144rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 192rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.192rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.192rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 192rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
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        "coverage_after": {
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          "unknown": 0
        },
        "coverage_before": {
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          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 240rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.240rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.240rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 240rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
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          "total_regions": 65,
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          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 288rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.288rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.288rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 288rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 336rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.336rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.336rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 336rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 48rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.48rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.48rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 48rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb368 96rs V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb368.96rs.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368.96rs.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb368 96rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB368rs_v5 - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb368rs.v5",
        "feature_note": "Standard_HB368rs_v5 is a high performance compute VM size decoded from Azure's naming convention. The name encodes 368 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb368rs V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 15rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.15rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.15rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 15rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 30rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.30rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.30rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 30rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hb60 45rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hb60.45rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60.45rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hb60 45rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HB60rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hb60rs",
        "feature_note": "Standard_HB60rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 60 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hb60rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 16rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.16rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.16rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 16rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hc44 32rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hc44.32rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44.32rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hc44 32rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 49,
          "unknown": 0
        },
        "coverage_before": {
          "available": 14,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 49,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_HC44rs - High performance compute VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hc44rs",
        "feature_note": "Standard_HC44rs is a high performance compute VM size decoded from Azure's naming convention. The name encodes 44 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Hc44rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 144rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.144rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.144rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 144rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 24rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.24rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
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          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.24rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 24rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 48rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.48rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.48rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 48rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176 96rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176.96rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176.96rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176 96rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Hx176rs VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.hx176rs",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.hx176rs",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Hx176rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Internal Nd80sr Ms V1 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.internal.nd80sr.ms.v1",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.internal.nd80sr.ms.v1",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Internal Nd80sr Ms V1 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L16s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l16s",
        "feature_note": "Standard_L16s is a storage optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L16s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L16s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l16s.v2",
        "feature_note": "Standard_L16s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L16s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L32s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l32s",
        "feature_note": "Standard_L32s is a storage optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L32s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L32s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l32s.v2",
        "feature_note": "Standard_L32s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L32s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L48s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l48s.v2",
        "feature_note": "Standard_L48s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L48s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 25,
          "unknown": 0
        },
        "coverage_before": {
          "available": 38,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 25,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L4s - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l4s",
        "feature_note": "Standard_L4s is a storage optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L4s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L64s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l64s.v2",
        "feature_note": "Standard_L64s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 64 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L64s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 16,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 47,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 47,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_L80s_v2 - Storage optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.l80s.v2",
        "feature_note": "Standard_L80s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 80 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard L80s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 38,
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_L8s is a storage optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_L8s_v2 is a storage optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_NC12 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_NC12_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "label": "Standard Nc12 Promo VM size",
        "last_available_date": "2026-10-02",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "feature_note": "Standard_NC12s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-02",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc12s.v3",
        "feature_note": "Standard_NC12s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "last_available_date": "2026-10-02",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_NC24 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24.promo",
        "feature_note": "Standard_NC24_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "feature": "vmSkus.standard.nc24r",
        "feature_note": "Standard_NC24r is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "feature_note": "Standard_NC24r_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v2",
        "feature_note": "Standard_NC24rs_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24rs.v3",
        "feature_note": "Standard_NC24rs_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
        "feature": "vmSkus.standard.nc24s.v2",
        "feature_note": "Standard_NC24s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC24s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc24s.v3",
        "feature_note": "Standard_NC24s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc24s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6",
        "feature_note": "Standard_NC6 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6_PROMO - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6.promo",
        "feature_note": "Standard_NC6_PROMO is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v2 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v2",
        "feature_note": "Standard_NC6s_v2 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NC6s_v3 - GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nc6s.v3",
        "feature_note": "Standard_NC6s_v3 is a gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nc6s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 59,
          "unknown": 0
        },
        "coverage_before": {
          "available": 4,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 59,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NCC40ads_H100_v5 - Confidential GPU compute optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.ncc40ads.h100.v5",
        "feature_note": "Standard_NCC40ads_H100_v5 is a confidential gpu compute optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker H100. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Ncc40ads H100 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nd128isrg5.gb300.v6",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd128isrg5.gb300.v6",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nd128isrg5 Gb300 V6 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND12s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd12s",
        "feature_note": "Standard_ND12s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd12s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24rs - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24rs",
        "feature_note": "Standard_ND24rs is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24rs VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND24s - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd24s",
        "feature_note": "Standard_ND24s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd24s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40rs_v2 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40rs.v2",
        "feature_note": "Standard_ND40rs_v2 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. r = RDMA in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40rs V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_ND40s_v3 - GPU AI training optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nd40s.v3",
        "feature_note": "Standard_ND40s_v3 is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nd40s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
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        "feature_note": "Standard_ND6s is a gpu ai training optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
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        },
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_NP10s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 10 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        },
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        "feature_note": "Standard_NP40s is a fpga accelerated VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. s = premium SSD capable in the documented naming convention. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
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        "feature_note": "Standard_NV12 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12.promo",
        "feature_note": "Standard_NV12_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
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        "current": "unavailable",
        "details_label": "Standard Nv12ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv12ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv12ads V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v2",
        "feature_note": "Standard_NV12s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV12s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv12s.v3",
        "feature_note": "Standard_NV12s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 12 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv12s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV16as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv16as.v4",
        "feature_note": "Standard_NV16as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 16 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv16as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20adms.a10.v5",
        "feature_note": "Standard_NV20adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20adms A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV20ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv20ads.a10.v5",
        "feature_note": "Standard_NV20ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 20 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv20ads A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24",
        "feature_note": "Standard_NV24 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24.promo",
        "feature_note": "Standard_NV24_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv24ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv24ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv24ads V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v2",
        "feature_note": "Standard_NV24s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV24s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv24s.v3",
        "feature_note": "Standard_NV24s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 24 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv24s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28adms V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28adms.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28adms.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28adms V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv28ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv28ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv28ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv28ads V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30adms_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30adms.a10.v5",
        "feature_note": "Standard_NV30adms_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. m = memory intensive in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30adms A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV30ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv30ads.a10.v5",
        "feature_note": "Standard_NV30ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 30 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv30ads A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV32as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv32as.v4",
        "feature_note": "Standard_NV32as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 32 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv32as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV40ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv40ads.a10.v5",
        "feature_note": "Standard_NV40ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 40 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv40ads A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV48s_v3 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv48s.v3",
        "feature_note": "Standard_NV48s_v3 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 48 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v3. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv48s V3 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4ads_A10_v5 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.a10.v5",
        "feature_note": "Standard_NV4ads_A10_v5 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name includes accelerator or memory marker A10. The name identifies VM family-series version v5. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads A10 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv4ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv4ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv4ads V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV4as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv4as.v4",
        "feature_note": "Standard_NV4as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 4 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv4as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6",
        "feature_note": "Standard_NV6 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 62,
          "unknown": 0
        },
        "coverage_before": {
          "available": 1,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 62,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6_PROMO - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6.promo",
        "feature_note": "Standard_NV6_PROMO is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. The name includes accelerator or memory marker PROMO. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6 Promo VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 58,
          "unknown": 0
        },
        "coverage_before": {
          "available": 5,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 58,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV6s_v2 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv6s.v2",
        "feature_note": "Standard_NV6s_v2 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 6 vCPUs. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v2. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv6s V2 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 57,
          "unknown": 0
        },
        "coverage_before": {
          "available": 6,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 57,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Nv8ads V710 V5 VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.nv8ads.v710.v5",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8ads.v710.v5",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Nv8ads V710 V5 VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-08",
        "coverage_after": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 54,
          "unknown": 0
        },
        "coverage_before": {
          "available": 9,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 54,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard_NV8as_v4 - GPU visualization optimized VM size",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.nv8as.v4",
        "feature_note": "Standard_NV8as_v4 is a gpu visualization optimized VM size decoded from Azure's naming convention. The name encodes 8 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v4. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
        "kind": "continuing_absences",
        "label": "Standard Nv8as V4 VM size",
        "last_available_date": "2026-10-07",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": "2026-10-03",
        "coverage_after": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 65,
          "unavailable": 60,
          "unknown": 0
        },
        "coverage_before": {
          "available": 3,
          "observed": 63,
          "partial": 0,
          "total_regions": 63,
          "unavailable": 60,
          "unknown": 0
        },
        "current": "unavailable",
        "details_label": "Standard Pb6s VM size",
        "details_url": "https://learn.microsoft.com/en-us/search/?terms=vmSkus.standard.pb6s",
        "evidence_after": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-30T03:44:34.670779+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-10-29T03:45:11.074660+00:00"
        },
        "feature": "vmSkus.standard.pb6s",
        "feature_note": "VM catalog entry with unverified exact specifications. This signal represents a name in the regional VM size catalog, not a running VM. Exact CPU, memory, disk, and network specifications are not verified for this identifier. Exact SKU specifications have not been verified. A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "continuing_absences",
        "label": "Standard Pb6s VM size",
        "last_available_date": "2026-10-02",
        "modality": "VM SKUs",
        "new_geography": null,
        "novelty": null,
        "previous": "unavailable",
        "region": "westus3",
        "scope_reason": null,
        "service": "compute"
      }
    ],
    "regions": [
      "australiacentral",
      "australiacentral2",
      "australiaeast",
      "australiasoutheast",
      "austriaeast",
      "belgiumcentral",
      "brazilsouth",
      "brazilsoutheast",
      "canadacentral",
      "canadaeast",
      "centralindia",
      "centralus",
      "centraluseuap",
      "chilecentral",
      "denmarkeast",
      "eastasia",
      "eastus",
      "eastus2",
      "eastus2euap",
      "eastusstg",
      "francecentral",
      "francesouth",
      "germanynorth",
      "germanywestcentral",
      "indiasouthcentral",
      "indonesiacentral",
      "israelcentral",
      "italynorth",
      "japaneast",
      "japanwest",
      "jioindiacentral",
      "jioindiawest",
      "koreacentral",
      "koreasouth",
      "malaysiawest",
      "mexicocentral",
      "newzealandnorth",
      "northcentralus",
      "northeurope",
      "norwayeast",
      "norwaywest",
      "polandcentral",
      "qatarcentral",
      "southafricanorth",
      "southafricawest",
      "southcentralus",
      "southcentralusstg",
      "southeastasia",
      "southeastasia3",
      "southindia",
      "spaincentral",
      "swedencentral",
      "switzerlandnorth",
      "switzerlandwest",
      "taiwannorth",
      "uaecentral",
      "uaenorth",
      "uksouth",
      "ukwest",
      "westcentralus",
      "westeurope",
      "westindia",
      "westus",
      "westus2",
      "westus3"
    ],
    "scope": {
      "added_checks": 73,
      "added_regions": [
        "southeastasia3",
        "taiwannorth"
      ],
      "current_checks": 169527,
      "current_regions": 65,
      "previous_checks": 169454,
      "previous_regions": 63,
      "removed_checks": 0,
      "removed_regions": []
    },
    "tracking": {
      "complete": false,
      "mode": "tracked_absences",
      "since": "2026-09-05"
    },
    "version": 1
  },
  "change_context_counts": {
    "net_new_availability": 19,
    "restored_availability": 160
  },
  "change_modality_counts": {
    "AKS extensions": {
      "new_availability": 1,
      "regression": 0,
      "status_change": 62
    },
    "Azure AI models": {
      "new_availability": 16,
      "regression": 0,
      "status_change": 0
    },
    "Container Apps": {
      "new_availability": 0,
      "regression": 0,
      "status_change": 10
    },
    "VM SKUs": {
      "new_availability": 162,
      "regression": 0,
      "status_change": 0
    }
  },
  "change_path": "changes/2026-10-30.json",
  "change_type_counts": {
    "new_availability": 179,
    "regression": 0,
    "status_change": 72
  },
  "date": "2026-10-30",
  "editorial_excerpt": "162 VM sizes, mostly Dv7-series (40 sizes), Standard E128 32ads V7 VM size (1 size), and 49 more families, gained canadacentral, koreacentral.",
  "highlights": [
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "microsoft.arcflexnodetrustauthority - unverified extension identity",
      "details_url": "https://learn.microsoft.com/en-us/search/?terms=extensionTypes.microsoft.arcflexnodetrustauthority",
      "expansion_kind": "new_feature",
      "expansion_label": "first observed anywhere in the monitored regions",
      "feature": "extensionTypes.microsoft.arcflexnodetrustauthority",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 1,
      "feature_current_coverage_pct": 1.5,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A regional extension catalog identifier without a verified exact product mapping. The probe observes a regional extension-type catalog, not installed cluster software. The exact extension's purpose and cluster requirements have not been verified. Exact extension identity is unverified. Extension-type catalog evidence is not installation, configuration, cluster compatibility, or successful execution evidence.",
      "feature_previous_available_regions": 0,
      "feature_previous_coverage_pct": 0.0,
      "feature_total_regions": 65,
      "group": "microsoft",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "AKS extensions",
      "previous": null,
      "prior_disappearances": 0,
      "region": "uksouth",
      "region_group": "Europe",
      "region_group_current_available_regions": 1,
      "region_group_previous_available_regions": 0,
      "same_day_new_regions": [
        "uksouth"
      ],
      "service": "aks",
      "still_available_regions": [
        "uksouth"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-4o mini transcribe (catalog version 2025-03-20) - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "aiModels.openai.gpt-4o-mini-transcribe.2025-03-20",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 8,
      "feature_current_coverage_pct": 12.3,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 7,
      "feature_previous_coverage_pct": 10.8,
      "feature_total_regions": 65,
      "group": "aiModels",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "Azure AI models",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 4,
      "region_group_previous_available_regions": 3,
      "same_day_new_regions": [
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "canadacentral",
        "centralus",
        "eastus2",
        "francecentral",
        "southindia",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 1,
      "change_type": "new_availability",
      "classification": "restored_availability",
      "classification_label": "restored availability",
      "current": "available",
      "details_label": "Standard_D128ads_v7 - General purpose VM size",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
      "expansion_kind": "restored_region",
      "expansion_label": "restored regional signal",
      "feature": "vmSkus.standard.d128ads.v7",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 37,
      "feature_current_coverage_pct": 56.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Standard_D128ads_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
      "feature_previous_available_regions": 36,
      "feature_previous_coverage_pct": 55.4,
      "feature_total_regions": 65,
      "group": "DADSV",
      "history_days": 167,
      "last_available_date": "2026-10-07",
      "last_missing_date": "2026-10-29",
      "missing_days": 166,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 1,
      "region": "canadacentral",
      "region_group": "North America",
      "region_group_current_available_regions": 11,
      "region_group_previous_available_regions": 10,
      "same_day_new_regions": [
        "canadacentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "brazilsouth",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "eastasia",
        "eastus",
        "eastus2",
        "francecentral",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "italynorth",
        "japaneast",
        "koreacentral",
        "koreasouth",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "polandcentral",
        "southafricanorth",
        "southcentralus",
        "southeastasia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 99.4,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-4o mini transcribe (catalog version 2025-12-15) - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "aiModels.openai.gpt-4o-mini-transcribe.2025-12-15",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 8,
      "feature_current_coverage_pct": 12.3,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 7,
      "feature_previous_coverage_pct": 10.8,
      "feature_total_regions": 65,
      "group": "aiModels",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "Azure AI models",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 4,
      "region_group_previous_available_regions": 3,
      "same_day_new_regions": [
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "canadacentral",
        "centralus",
        "eastus2",
        "francecentral",
        "southindia",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 1,
      "change_type": "new_availability",
      "classification": "restored_availability",
      "classification_label": "restored availability",
      "current": "available",
      "details_label": "Standard_D128alds_v7 - General purpose VM size",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
      "expansion_kind": "restored_region",
      "expansion_label": "restored regional signal",
      "feature": "vmSkus.standard.d128alds.v7",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 37,
      "feature_current_coverage_pct": 56.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Standard_D128alds_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. d = local temp disk in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
      "feature_previous_available_regions": 36,
      "feature_previous_coverage_pct": 55.4,
      "feature_total_regions": 65,
      "group": "DALDSV",
      "history_days": 167,
      "last_available_date": "2026-10-07",
      "last_missing_date": "2026-10-29",
      "missing_days": 166,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 1,
      "region": "canadacentral",
      "region_group": "North America",
      "region_group_current_available_regions": 11,
      "region_group_previous_available_regions": 10,
      "same_day_new_regions": [
        "canadacentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "brazilsouth",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "eastasia",
        "eastus",
        "eastus2",
        "francecentral",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "italynorth",
        "japaneast",
        "koreacentral",
        "koreasouth",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "polandcentral",
        "southafricanorth",
        "southcentralus",
        "southeastasia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 99.4,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-4o transcribe diarize (catalog version 2025-10-15) - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "aiModels.openai.gpt-4o-transcribe-diarize.2025-10-15",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 8,
      "feature_current_coverage_pct": 12.3,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 7,
      "feature_previous_coverage_pct": 10.8,
      "feature_total_regions": 65,
      "group": "aiModels",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "Azure AI models",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 4,
      "region_group_previous_available_regions": 3,
      "same_day_new_regions": [
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "canadacentral",
        "centralus",
        "eastus2",
        "francecentral",
        "southindia",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 1,
      "change_type": "new_availability",
      "classification": "restored_availability",
      "classification_label": "restored availability",
      "current": "available",
      "details_label": "Standard_D128als_v7 - General purpose VM size",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
      "expansion_kind": "restored_region",
      "expansion_label": "restored regional signal",
      "feature": "vmSkus.standard.d128als.v7",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 37,
      "feature_current_coverage_pct": 56.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Standard_D128als_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. l = low memory in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
      "feature_previous_available_regions": 36,
      "feature_previous_coverage_pct": 55.4,
      "feature_total_regions": 65,
      "group": "DALSV",
      "history_days": 167,
      "last_available_date": "2026-10-07",
      "last_missing_date": "2026-10-29",
      "missing_days": 166,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 1,
      "region": "canadacentral",
      "region_group": "North America",
      "region_group_current_available_regions": 11,
      "region_group_previous_available_regions": 10,
      "same_day_new_regions": [
        "canadacentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "brazilsouth",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "eastasia",
        "eastus",
        "eastus2",
        "francecentral",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "italynorth",
        "japaneast",
        "koreacentral",
        "koreasouth",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "polandcentral",
        "southafricanorth",
        "southcentralus",
        "southeastasia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 99.4,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-4o transcribe (catalog version 2025-03-20) - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "aiModels.openai.gpt-4o-transcribe.2025-03-20",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 8,
      "feature_current_coverage_pct": 12.3,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 7,
      "feature_previous_coverage_pct": 10.8,
      "feature_total_regions": 65,
      "group": "aiModels",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "Azure AI models",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 4,
      "region_group_previous_available_regions": 3,
      "same_day_new_regions": [
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "canadacentral",
        "centralus",
        "eastus2",
        "francecentral",
        "southindia",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
      "available_days": 1,
      "change_type": "new_availability",
      "classification": "restored_availability",
      "classification_label": "restored availability",
      "current": "available",
      "details_label": "Standard_D128as_v7 - General purpose VM size",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions",
      "expansion_kind": "restored_region",
      "expansion_label": "restored regional signal",
      "feature": "vmSkus.standard.d128as.v7",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 37,
      "feature_current_coverage_pct": 56.9,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Standard_D128as_v7 is a general purpose VM size decoded from Azure's naming convention. The name encodes 128 vCPUs. a = AMD-based in the documented naming convention. s = premium SSD capable in the documented naming convention. The name identifies VM family-series version v7. Naming-convention decoding does not verify memory, CPU model, GPU model, disk throughput, network bandwidth, quota, capacity, price, successful deployment, or measured performance.",
      "feature_previous_available_regions": 36,
      "feature_previous_coverage_pct": 55.4,
      "feature_total_regions": 65,
      "group": "DASV",
      "history_days": 167,
      "last_available_date": "2026-10-07",
      "last_missing_date": "2026-10-29",
      "missing_days": 166,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 1,
      "region": "canadacentral",
      "region_group": "North America",
      "region_group_current_available_regions": 11,
      "region_group_previous_available_regions": 10,
      "same_day_new_regions": [
        "canadacentral"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "brazilsouth",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "eastasia",
        "eastus",
        "eastus2",
        "francecentral",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "italynorth",
        "japaneast",
        "koreacentral",
        "koreasouth",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "polandcentral",
        "southafricanorth",
        "southcentralus",
        "southeastasia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 99.4,
      "unknown_days": 0
    },
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "GPT-live 1 (catalog version 2026-09-10) - OpenAI",
      "details_url": "https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "aiModels.openai.gpt-live-1.2026-09-10",
      "feature_coverage_delta": 1,
      "feature_current_available_regions": 8,
      "feature_current_coverage_pct": 12.3,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "A model identifier observed by this modality; exact capabilities are not verified. Catalog presence identifies a provider/model/version candidate, not its tested abilities. Context limits, input/output modalities, licensing, and tool support need exact-model review. No exact model capability or version is verified. The source provides category context only. Regional model-catalog evidence does not establish quota, account approval, deployment type, inference access, content filtering, performance, or data residency.",
      "feature_previous_available_regions": 7,
      "feature_previous_coverage_pct": 10.8,
      "feature_total_regions": 65,
      "group": "aiModels",
      "history_days": 167,
      "last_available_date": null,
      "last_missing_date": "2026-10-29",
      "missing_days": 167,
      "modality": "Azure AI models",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westus3",
      "region_group": "North America",
      "region_group_current_available_regions": 4,
      "region_group_previous_available_regions": 3,
      "same_day_new_regions": [
        "westus3"
      ],
      "service": "ai",
      "still_available_regions": [
        "canadacentral",
        "centralus",
        "eastus2",
        "francecentral",
        "southindia",
        "swedencentral",
        "uaenorth",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    }
  ],
  "learn_lookup": {
    "cached": 120,
    "error": "lookup budget exhausted",
    "looked_up": 40,
    "matched": 102,
    "status": "partial"
  },
  "modality_counts": {
    "AKS Kubernetes versions": {
      "available": 232,
      "checks": 252,
      "partial": 0,
      "unavailable": 20,
      "unknown": 0
    },
    "AKS extensions": {
      "available": 42212,
      "checks": 54558,
      "partial": 0,
      "unavailable": 12346,
      "unknown": 0
    },
    "Azure AI models": {
      "available": 3914,
      "checks": 11403,
      "partial": 0,
      "unavailable": 7489,
      "unknown": 0
    },
    "Azure Functions": {
      "available": 1404,
      "checks": 1701,
      "partial": 0,
      "unavailable": 297,
      "unknown": 0
    },
    "Azure model latency": {
      "available": 47,
      "checks": 47,
      "partial": 0,
      "unavailable": 0,
      "unknown": 0
    },
    "Container Apps": {
      "available": 193,
      "checks": 325,
      "partial": 0,
      "unavailable": 132,
      "unknown": 0
    },
    "VM SKUs": {
      "available": 64248,
      "checks": 101241,
      "partial": 0,
      "unavailable": 36993,
      "unknown": 0
    }
  },
  "narrative": "179 new listings, 0 no longer listed\n162 VM sizes, mostly Dv7-series (40 sizes), Standard E128 32ads V7 VM size (1 size), and 49 more families, gained canadacentral, koreacentral.\nAKS cluster extension type for managed cluster capabilities (microsoft.arcflexnodetrustauthority) now listed in 1 more region (uksouth) (0 -> 1 monitored regions); first observed anywhere in the monitored regions.\nGPT-4o mini transcribe model from OpenAI (version 2025-03-20) now listed in 1 more region (westus3) (7 -> 8 monitored regions); regional expansion of an existing signal.\nGPT-4o mini transcribe model from OpenAI (version 2025-12-15) now listed in 1 more region (westus3) (7 -> 8 monitored regions); regional expansion of an existing signal.\nGPT-4o transcribe diarize model from OpenAI (version 2025-10-15) now listed in 1 more region (westus3) (7 -> 8 monitored regions); regional expansion of an existing signal.\nWhat this means for Azure users: treat new listings as placement options to validate; catalog evidence is not quota or capacity proof.",
  "narrative_fallback_reason": "unsupported_generation:invalid_json",
  "narrative_generation_error": null,
  "narrative_grounding_status": "scan_facts_only",
  "narrative_mcp_error": null,
  "narrative_mcp_status": "available",
  "narrative_microsoft_learn_urls": [],
  "narrative_model_deployment": "summary-gpt-5-6-terra",
  "narrative_source": "rule",
  "parked_unknown_changes": 0,
  "previous_date": "2026-10-29",
  "previous_snapshot_path": "snapshots/2026-10-29.json.gz",
  "snapshot_path": "snapshots/2026-10-30.json.gz",
  "snapshot_timestamp": "2026-10-30T03:44:34.670779+00:00",
  "social_drafts": {
    "linkedin": "2026-10-30: 179 new availability signals, 0 regressions, and 0 parked unknown transitions. 162 VM sizes, mostly Dv7-series (40 sizes), Standard E128 32ads V7 VM size (1 size), and 49 more families, gained canadacentral, koreacentral. Evidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact.",
    "short_post": "2026-10-30: 179 new availability signals, 0 regressions, and 0 parked unknown transitions. Evidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact."
  },
  "status_counts": {
    "available": 112250,
    "partial": 0,
    "unavailable": 57277,
    "unknown": 0
  },
  "summary_counts": {
    "checks": 169527,
    "features": 2694,
    "regions": 65
  },
  "total_changes": 251
}