{
  "briefing": {
    "baseline_available": true,
    "comparison_days": 1,
    "counts": {
      "continuing_absences": 0,
      "delistings": 0,
      "new_listings": 108,
      "observation_gaps": 0,
      "observation_recoveries": 0,
      "other_changes": 0,
      "restorations": 0,
      "scope_changes": 0
    },
    "current_timestamp": "2026-09-10T03:48:50.483091+00:00",
    "feature_contexts": {
      "vmSkus.standard.d128nds.v6": {
        "differentiators": [
          "128 vCPUs and 512 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D128nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128nlds.v6": {
        "differentiators": [
          "128 vCPUs and 256 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D128nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128nls.v6": {
        "differentiators": [
          "128 vCPUs and 256 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D128nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d128ns.v6": {
        "differentiators": [
          "128 vCPUs and 512 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D128ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16nds.v6": {
        "differentiators": [
          "16 vCPUs and 64 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D16nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16nlds.v6": {
        "differentiators": [
          "16 vCPUs and 32 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D16nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16nls.v6": {
        "differentiators": [
          "16 vCPUs and 32 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D16nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d16ns.v6": {
        "differentiators": [
          "16 vCPUs and 64 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D16ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2nds.v6": {
        "differentiators": [
          "2 vCPUs and 8 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D2nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2nlds.v6": {
        "differentiators": [
          "2 vCPUs and 4 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D2nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2nls.v6": {
        "differentiators": [
          "2 vCPUs and 4 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D2nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d2ns.v6": {
        "differentiators": [
          "2 vCPUs and 8 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D2ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32nds.v6": {
        "differentiators": [
          "32 vCPUs and 128 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D32nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32nlds.v6": {
        "differentiators": [
          "32 vCPUs and 64 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D32nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32nls.v6": {
        "differentiators": [
          "32 vCPUs and 64 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D32nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d32ns.v6": {
        "differentiators": [
          "32 vCPUs and 128 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D32ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48nds.v6": {
        "differentiators": [
          "48 vCPUs and 192 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D48nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48nlds.v6": {
        "differentiators": [
          "48 vCPUs and 96 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D48nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48nls.v6": {
        "differentiators": [
          "48 vCPUs and 96 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D48nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d48ns.v6": {
        "differentiators": [
          "48 vCPUs and 192 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D48ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4nds.v6": {
        "differentiators": [
          "4 vCPUs and 16 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D4nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4nlds.v6": {
        "differentiators": [
          "4 vCPUs and 8 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D4nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4nls.v6": {
        "differentiators": [
          "4 vCPUs and 8 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D4nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d4ns.v6": {
        "differentiators": [
          "4 vCPUs and 16 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D4ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64nds.v6": {
        "differentiators": [
          "64 vCPUs and 256 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D64nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64nlds.v6": {
        "differentiators": [
          "64 vCPUs and 128 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D64nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64nls.v6": {
        "differentiators": [
          "64 vCPUs and 128 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D64nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d64ns.v6": {
        "differentiators": [
          "64 vCPUs and 256 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D64ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8nds.v6": {
        "differentiators": [
          "8 vCPUs and 32 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D8nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8nlds.v6": {
        "differentiators": [
          "8 vCPUs and 16 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D8nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8nls.v6": {
        "differentiators": [
          "8 vCPUs and 16 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D8nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d8ns.v6": {
        "differentiators": [
          "8 vCPUs and 32 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D8ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96nds.v6": {
        "differentiators": [
          "96 vCPUs and 384 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dndsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D96nds_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96nlds.v6": {
        "differentiators": [
          "96 vCPUs and 192 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnldsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D96nlds_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96nls.v6": {
        "differentiators": [
          "96 vCPUs and 192 GiB RAM, from the documented size table.",
          "Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6.",
          "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnlsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D96nls_v6 - network-optimized low-memory general-purpose VM",
        "use_cases": "Evaluate for network-facing services with modest memory needs; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "verified_on": "2026-09-06"
      },
      "vmSkus.standard.d96ns.v6": {
        "differentiators": [
          "96 vCPUs and 384 GiB RAM, from the documented size table.",
          "General-purpose configuration with 4 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "sources": [
          {
            "label": "Dnsv6 series specifications",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series"
          },
          {
            "label": "VM size suffix meanings",
            "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
          }
        ],
        "specificity": "exact",
        "summary": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
        "title": "Standard_D96ns_v6 - network-optimized general-purpose VM",
        "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
        "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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.e16nds.v6": {
        "differentiators": [
          "16 vCPUs and 128 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E16nds_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.e16ns.v6": {
        "differentiators": [
          "16 vCPUs and 128 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E16ns_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.e2nds.v6": {
        "differentiators": [
          "2 vCPUs and 16 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E2nds_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.e2ns.v6": {
        "differentiators": [
          "2 vCPUs and 16 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E2ns_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.e32nds.v6": {
        "differentiators": [
          "32 vCPUs and 256 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E32nds_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.e32ns.v6": {
        "differentiators": [
          "32 vCPUs and 256 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E32ns_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.e48nds.v6": {
        "differentiators": [
          "48 vCPUs and 384 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E48nds_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.e48ns.v6": {
        "differentiators": [
          "48 vCPUs and 384 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E48ns_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.e4nds.v6": {
        "differentiators": [
          "4 vCPUs and 32 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E4nds_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.e4ns.v6": {
        "differentiators": [
          "4 vCPUs and 32 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E4ns_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.e64nds.v6": {
        "differentiators": [
          "64 vCPUs and 512 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E64nds_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.e64ns.v6": {
        "differentiators": [
          "64 vCPUs and 512 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E64ns_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.e8nds.v6": {
        "differentiators": [
          "8 vCPUs and 64 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E8nds_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.e8ns.v6": {
        "differentiators": [
          "8 vCPUs and 64 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E8ns_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.e96nds.v6": {
        "differentiators": [
          "96 vCPUs and 768 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E96nds_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.e96ns.v6": {
        "differentiators": [
          "96 vCPUs and 768 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)."
        ],
        "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "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_E96ns_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"
      }
    },
    "groups": [
      {
        "feature_count": 54,
        "listing_count": 108,
        "modality": "VM SKUs",
        "region_counts": {
          "southcentralus": 54,
          "westeurope": 54
        },
        "region_feature_counts": {
          "southcentralus": 54,
          "westeurope": 54
        },
        "regions": [
          "southcentralus",
          "westeurope"
        ],
        "statuses": [
          {
            "examples": [
              {
                "absence_since": null,
                "coverage_after": {
                  "available": 53,
                  "observed": 63,
                  "partial": 0,
                  "total_regions": 64,
                  "unavailable": 10,
                  "unknown": 0
                },
                "coverage_before": {
                  "available": 51,
                  "observed": 63,
                  "partial": 0,
                  "total_regions": 64,
                  "unavailable": 12,
                  "unknown": 0
                },
                "current": "available",
                "details_label": "Standard_D128nds_v6 - network-optimized general-purpose VM",
                "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
                "evidence_after": {
                  "detail": "VM SKU 'standard_d128nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
                  "error_code": null,
                  "latency_ms": 946,
                  "source": "snapshot",
                  "status": "available",
                  "timestamp": "2026-09-10T03:48:50.483091+00:00"
                },
                "evidence_before": {
                  "detail": "Feature was not listed in this region's catalog.",
                  "error_code": null,
                  "latency_ms": null,
                  "source": "snapshot",
                  "status": "unavailable",
                  "timestamp": "2026-09-09T03:48:53.553965+00:00"
                },
                "feature": "vmSkus.standard.d128nds.v6",
                "feature_context": {
                  "differentiators": [
                    "128 vCPUs and 512 GiB RAM, from the documented size table.",
                    "General-purpose configuration with 4 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)."
                  ],
                  "limitations": "A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
                  "sources": [
                    {
                      "label": "Dndsv6 series specifications",
                      "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series"
                    },
                    {
                      "label": "VM size suffix meanings",
                      "url": "https://learn.microsoft.com/en-us/azure/virtual-machines/vm-naming-conventions"
                    }
                  ],
                  "specificity": "exact",
                  "summary": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors.",
                  "title": "Standard_D128nds_v6 - network-optimized general-purpose VM",
                  "use_cases": "Evaluate for application servers and network-facing services; benchmark your workload and confirm storage, network, and regional provisioning requirements.",
                  "verified_on": "2026-09-06"
                },
                "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
                "kind": "new_listings",
                "label": "Standard D128nds V6 VM size",
                "last_available_date": null,
                "modality": "VM SKUs",
                "novelty": "New regional listing of an already observed feature.",
                "previous": "unavailable",
                "region": "southcentralus",
                "scope_reason": null,
                "service": "compute"
              }
            ],
            "feature_count": 54,
            "kind": "new_listings",
            "listing_count": 108,
            "region_counts": {
              "southcentralus": 54,
              "westeurope": 54
            },
            "regions": [
              "southcentralus",
              "westeurope"
            ]
          }
        ]
      }
    ],
    "modalities": [
      "AKS Kubernetes versions",
      "AKS extensions",
      "Azure AI models",
      "Azure Functions",
      "Azure model latency",
      "Container Apps",
      "Model latency",
      "VM SKUs"
    ],
    "previous_timestamp": "2026-09-09T03:48:53.553965+00:00",
    "records": [
      {
        "absence_since": null,
        "coverage_after": {
          "available": 53,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 10,
          "unknown": 0
        },
        "coverage_before": {
          "available": 51,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 12,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128nds_v6 - network-optimized general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d128nds.v6",
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        },
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        },
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d32nls.v6",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d32ns.v6",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
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          "source": "snapshot",
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d48nds.v6",
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        "evidence_after": {
          "detail": "VM SKU 'standard_d48nlds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d48nlds.v6",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d4nds.v6",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d4nlds.v6",
        "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 4 vCPUs and 8 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). 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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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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        },
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        },
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        },
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        },
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        },
        "feature": "vmSkus.standard.d96nlds.v6",
        "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 192 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard D96nlds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
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          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D96nls_v6 - network-optimized low-memory general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d96nls_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d96nls.v6",
        "feature_note": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 192 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard D96nls V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D96ns_v6 - network-optimized general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d96ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d96ns.v6",
        "feature_note": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 384 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard D96ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 48,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 15,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E128nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e128nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E128nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 50,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 13,
          "unknown": 0
        },
        "coverage_before": {
          "available": 48,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 15,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E128ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e128ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E128ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E16nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e16nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 128 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E16nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E16ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e16ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 128 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E16ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E2nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e2nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e2nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 2 vCPUs and 16 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E2nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E2ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e2ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e2ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 2 vCPUs and 16 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E2ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e32nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 32 vCPUs and 256 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E32nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e32ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 32 vCPUs and 256 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E32ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E48nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e48nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in southcentralus.",
          "error_code": null,
          "latency_ms": 946,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e48nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 48 vCPUs and 384 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E48nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "southcentralus",
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        },
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          "source": "snapshot",
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
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        },
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          "source": "snapshot",
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        },
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        },
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          "source": "snapshot",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
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          "source": "snapshot",
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        },
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        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 768 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). 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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        "details_label": "Standard_D128nds_v6 - network-optimized general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d128nds.v6",
        "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). 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": null,
        "modality": "VM SKUs",
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        "service": "compute"
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      {
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          "unavailable": 12,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_D128nlds_v6 - network-optimized low-memory general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d128nlds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d128nlds.v6",
        "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 256 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
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        "last_available_date": null,
        "modality": "VM SKUs",
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        "service": "compute"
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        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
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          "source": "snapshot",
          "status": "available",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_label": "Standard_D16nds_v6 - network-optimized general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
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          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_label": "Standard_D16nlds_v6 - network-optimized low-memory general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d16nlds.v6",
        "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 32 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). 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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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d16nls_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
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          "source": "snapshot",
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d16nls.v6",
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      {
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d2nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
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          "source": "snapshot",
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          "timestamp": "2026-09-10T03:48:50.483091+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d2nds.v6",
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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d2nlds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d2nlds.v6",
        "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 2 vCPUs and 4 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). 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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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
        "evidence_after": {
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "evidence_after": {
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
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        "details_label": "Standard_D32nds_v6 - network-optimized general-purpose VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
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          "source": "snapshot",
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          "source": "snapshot",
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.d32nds.v6",
        "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 32 vCPUs and 128 GiB RAM, from the documented size table. General-purpose configuration with 4 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). 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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        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_d32nlds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
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          "latency_ms": 1101,
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        "feature_note": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 384 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard D96ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
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        "service": "compute"
      },
      {
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          "unknown": 0
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        },
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        "details_label": "Standard_E128nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e128nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 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). 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 E128nds V6 VM size",
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        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
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        "service": "compute"
      },
      {
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          "unknown": 0
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E128ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e128ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
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          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e128ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E128ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E16nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e16nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 128 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E16nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
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          "observed": 63,
          "partial": 0,
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          "unavailable": 7,
          "unknown": 0
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E16ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e16ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+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": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e16ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 128 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E16ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E2nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e2nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+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": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e2nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 2 vCPUs and 16 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E2nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E2ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e2ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e2ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 2 vCPUs and 16 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E2ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e32nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 32 vCPUs and 256 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E32nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E32ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e32ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
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        },
        "evidence_before": {
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          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e32ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 32 vCPUs and 256 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
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        "last_available_date": null,
        "modality": "VM SKUs",
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        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E48nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e48nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e48nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 48 vCPUs and 384 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E48nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
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          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E48ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e48ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e48ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 48 vCPUs and 384 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
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        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
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          "observed": 63,
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          "unknown": 0
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          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E4nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
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          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e4nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 4 vCPUs and 32 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E4nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
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        "previous": "unavailable",
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        "scope_reason": null,
        "service": "compute"
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      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
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          "partial": 0,
          "total_regions": 64,
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          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E4ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e4ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e4ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 4 vCPUs and 32 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E4ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
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          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E64nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e64nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 64 vCPUs and 512 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E64nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
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          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E64ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e64ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e64ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 64 vCPUs and 512 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E64ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E8nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e8nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 8 vCPUs and 64 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E8nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E8ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e8ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e8ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 8 vCPUs and 64 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E8ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "coverage_before": {
          "available": 52,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 11,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E96nds_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/endsv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96nds_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e96nds.v6",
        "feature_note": "Endsv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 768 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E96nds V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "scope_reason": null,
        "service": "compute"
      },
      {
        "absence_since": null,
        "coverage_after": {
          "available": 56,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 7,
          "unknown": 0
        },
        "coverage_before": {
          "available": 54,
          "observed": 63,
          "partial": 0,
          "total_regions": 64,
          "unavailable": 9,
          "unknown": 0
        },
        "current": "available",
        "details_label": "Standard_E96ns_v6 - network-optimized memory-optimized VM",
        "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/ensv6-series",
        "evidence_after": {
          "detail": "VM SKU 'standard_e96ns_v6' is listed by legacy az vm list-sizes and az vm list-skus fallback evidence in westeurope.",
          "error_code": null,
          "latency_ms": 1101,
          "source": "snapshot",
          "status": "available",
          "timestamp": "2026-09-10T03:48:50.483091+00:00"
        },
        "evidence_before": {
          "detail": "Feature was not listed in this region's catalog.",
          "error_code": null,
          "latency_ms": null,
          "source": "snapshot",
          "status": "unavailable",
          "timestamp": "2026-09-09T03:48:53.553965+00:00"
        },
        "feature": "vmSkus.standard.e96ns.v6",
        "feature_note": "Ensv6 is a network-optimized memory-optimized VM series using Intel Xeon Platinum 8573C processors. 96 vCPUs and 768 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
        "kind": "new_listings",
        "label": "Standard E96ns V6 VM size",
        "last_available_date": null,
        "modality": "VM SKUs",
        "novelty": "New regional listing of an already observed feature.",
        "previous": "unavailable",
        "region": "westeurope",
        "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",
      "github-global",
      "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"
    ],
    "scope": {
      "added_checks": 0,
      "added_regions": [],
      "current_checks": 160206,
      "current_regions": 64,
      "previous_checks": 160206,
      "previous_regions": 64,
      "removed_checks": 0,
      "removed_regions": []
    },
    "tracking": {
      "complete": false,
      "mode": "tracked_absences",
      "since": "2026-09-05"
    },
    "version": 1
  },
  "change_context_counts": {
    "net_new_availability": 108
  },
  "change_modality_counts": {
    "VM SKUs": {
      "new_availability": 108,
      "regression": 0,
      "status_change": 0
    }
  },
  "change_path": "changes/2026-09-10.json",
  "change_type_counts": {
    "new_availability": 108,
    "regression": 0,
    "status_change": 0
  },
  "date": "2026-09-10",
  "editorial_excerpt": "108 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 108 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 2 regions.",
  "highlights": [
    {
      "available_days": 0,
      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard_D128nds_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 51,
      "feature_previous_coverage_pct": 79.7,
      "feature_total_regions": 64,
      "group": "DNDSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "southcentralus",
      "region_group": "North America",
      "region_group_current_available_regions": 14,
      "region_group_previous_available_regions": 13,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "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": "Standard_D128nds_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 51,
      "feature_previous_coverage_pct": 79.7,
      "feature_total_regions": 64,
      "group": "DNDSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westeurope",
      "region_group": "Europe",
      "region_group_current_available_regions": 18,
      "region_group_previous_available_regions": 17,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
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      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard_D128nlds_v6 - network-optimized low-memory general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nlds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
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      "feature_previous_coverage_pct": 79.7,
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      "last_missing_date": "2026-09-09",
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      "prior_disappearances": 0,
      "region": "southcentralus",
      "region_group": "North America",
      "region_group_current_available_regions": 14,
      "region_group_previous_available_regions": 13,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
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      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
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      "details_label": "Standard_D128nlds_v6 - network-optimized low-memory general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnldsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nlds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dnldsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 256 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). 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_previous_coverage_pct": 79.7,
      "feature_total_regions": 64,
      "group": "DNLDSV",
      "history_days": 119,
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      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
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      "prior_disappearances": 0,
      "region": "westeurope",
      "region_group": "Europe",
      "region_group_current_available_regions": 18,
      "region_group_previous_available_regions": 17,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
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      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard_D128nls_v6 - network-optimized low-memory general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nls.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 56,
      "feature_current_coverage_pct": 87.5,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 256 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "DNLSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
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      "region": "southcentralus",
      "region_group": "North America",
      "region_group_current_available_regions": 14,
      "region_group_previous_available_regions": 13,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "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": "Standard_D128nls_v6 - network-optimized low-memory general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnlsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128nls.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 56,
      "feature_current_coverage_pct": 87.5,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dnlsv6 is a network-optimized low-memory general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 256 GiB RAM, from the documented size table. Low-memory (l): 2 GiB per vCPU rather than the 4 GiB in Dnsv6/Dndsv6. 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "DNLSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westeurope",
      "region_group": "Europe",
      "region_group_current_available_regions": 19,
      "region_group_previous_available_regions": 18,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    },
    {
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      "change_type": "new_availability",
      "classification": "net_new_availability",
      "classification_label": "net-new regional availability",
      "current": "available",
      "details_label": "Standard_D128ns_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128ns.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 56,
      "feature_current_coverage_pct": 87.5,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "DNSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "southcentralus",
      "region_group": "North America",
      "region_group_current_available_regions": 14,
      "region_group_previous_available_regions": 13,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "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": "Standard_D128ns_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dnsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d128ns.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 56,
      "feature_current_coverage_pct": 87.5,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dnsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 128 vCPUs and 512 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 54,
      "feature_previous_coverage_pct": 84.4,
      "feature_total_regions": 64,
      "group": "DNSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westeurope",
      "region_group": "Europe",
      "region_group_current_available_regions": 19,
      "region_group_previous_available_regions": 18,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiacentral",
        "australiacentral2",
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "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": "Standard_D16nds_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d16nds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 64 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 51,
      "feature_previous_coverage_pct": 79.7,
      "feature_total_regions": 64,
      "group": "DNDSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
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      "prior_disappearances": 0,
      "region": "southcentralus",
      "region_group": "North America",
      "region_group_current_available_regions": 14,
      "region_group_previous_available_regions": 13,
      "same_day_new_regions": [
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        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "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": "Standard_D16nds_v6 - network-optimized general-purpose VM",
      "details_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/memory-optimized/dndsv6-series",
      "expansion_kind": "regional_expansion",
      "expansion_label": "regional expansion of an existing signal",
      "feature": "vmSkus.standard.d16nds.v6",
      "feature_coverage_delta": 2,
      "feature_current_available_regions": 53,
      "feature_current_coverage_pct": 82.8,
      "feature_deprecated_coverage_pct": 0.0,
      "feature_note": "Dndsv6 is a network-optimized general-purpose VM series using Intel Xeon Platinum 8573C processors. 16 vCPUs and 64 GiB RAM, from the documented size table. General-purpose configuration with 4 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). A regional SKU listing does not establish quota, capacity, price, successful deployment, or measured performance. Temporary disks are not durable application storage.",
      "feature_previous_available_regions": 51,
      "feature_previous_coverage_pct": 79.7,
      "feature_total_regions": 64,
      "group": "DNDSV",
      "history_days": 119,
      "last_available_date": null,
      "last_missing_date": "2026-09-09",
      "missing_days": 119,
      "modality": "VM SKUs",
      "previous": "unavailable",
      "prior_disappearances": 0,
      "region": "westeurope",
      "region_group": "Europe",
      "region_group_current_available_regions": 18,
      "region_group_previous_available_regions": 17,
      "same_day_new_regions": [
        "southcentralus",
        "westeurope"
      ],
      "service": "compute",
      "still_available_regions": [
        "australiaeast",
        "australiasoutheast",
        "austriaeast",
        "belgiumcentral",
        "brazilsouth",
        "brazilsoutheast",
        "canadacentral",
        "canadaeast",
        "centralindia",
        "centralus",
        "centraluseuap",
        "chilecentral",
        "denmarkeast",
        "eastasia",
        "eastus",
        "eastus2",
        "eastus2euap",
        "francecentral",
        "germanynorth",
        "germanywestcentral",
        "indiasouthcentral",
        "indonesiacentral",
        "israelcentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "norwaywest",
        "polandcentral",
        "southafricanorth",
        "southafricawest",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "switzerlandwest",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    }
  ],
  "modality_counts": {
    "AKS Kubernetes versions": {
      "available": 232,
      "checks": 252,
      "partial": 0,
      "unavailable": 20,
      "unknown": 0
    },
    "AKS extensions": {
      "available": 39568,
      "checks": 51534,
      "partial": 0,
      "unavailable": 11966,
      "unknown": 0
    },
    "Azure AI models": {
      "available": 3958,
      "checks": 11151,
      "partial": 0,
      "unavailable": 7193,
      "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": 315,
      "partial": 0,
      "unavailable": 122,
      "unknown": 0
    },
    "Model latency": {
      "available": 0,
      "checks": 13,
      "partial": 0,
      "unavailable": 13,
      "unknown": 0
    },
    "VM SKUs": {
      "available": 60888,
      "checks": 95193,
      "partial": 0,
      "unavailable": 34305,
      "unknown": 0
    }
  },
  "narrative": "108 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 108 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 2 regions.\n\nIn everyday terms, the monitor now has 108 newly listed options across the regions it observed. These catalog changes can affect where teams plan workloads or select services.\n\nNew options to validate: VM SKUs: VM sizes now offered (108 signals; 108 net-new regional availabilities). Example: southcentralus \u00b7 Azure virtual-machine size for right-sizing compute (d128nds.v6); and 107 more. Why it matters: more compute shapes for right-sizing, performance, and cost tuning.\n\nWhat this means for Azure users: No previously listed signals disappeared in this scan. Treat new listings as options to validate; catalog/list evidence does not by itself prove deployment success, quota, or capacity.",
  "narrative_fallback_reason": "unsupported_generation",
  "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": "2026-09-09",
  "previous_snapshot_path": "snapshots/2026-09-09.json.gz",
  "snapshot_path": "snapshots/2026-09-10.json.gz",
  "snapshot_timestamp": "2026-09-10T03:48:50.483091+00:00",
  "social_drafts": {
    "linkedin": "2026-09-10 recorded 108 new availability signals, 0 regressions, and 0 parked unknown transitions. 108 new listings and 0 regressions\n\nCompared with the previous daily snapshot, the monitor found 108 new availability signals in its catalog/list evidence and 0 previously listed signals no longer listed across 2 regions.\n\nIn everyday terms, the monitor now has 108 newly listed options across the regions it observed. These catalog changes can affect where teams plan workloads or select services.\n\nNew options to validate: VM SKUs: VM sizes now offered (108 signals; 108 net-new regional availabilities). Example: southcentralus \u00b7 Azure virtual-machine size for right-sizing compute (d128nds.v6); and 107 more. Why it matters: more compute shapes for right-sizing, performance, and cost tuning.\n\nWhat this means for Azure users: No previously listed signals disappeared in this scan. Treat new listings as options to validate; catalog/list evidence does not by itself prove deployment success, quota, or capacity.\n\nEvidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact.",
    "short_post": "2026-09-10: 108 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": 106290,
    "partial": 0,
    "unavailable": 53916,
    "unknown": 0
  },
  "summary_counts": {
    "checks": 160206,
    "features": 2559,
    "regions": 64
  },
  "total_changes": 108
}