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          "source": "https://azure.microsoft.com/pricing/details/phi-3/",
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      "maxOutput": 128000,
      "offers": [
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            },
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            "note": "Regions inferred from the Regions the model has retail meters in."
          },
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            },
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            }
          ],
          "source": "https://azure.microsoft.com/pricing/details/phi-3/",
          "priceAsOf": "2026-10-01"
        }
      ]
    },
    {
      "slug": "glm-5",
      "name": "GLM 5",
      "vendor": "Z.ai",
      "modality": "chat",
      "context": 200000,
      "maxOutput": 128000,
      "offers": [
        {
          "endpoint": "bedrock",
          "endpointModelId": "zai.glm-5",
          "priceSource": "aws-price-list",
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          "output": 3.2,
          "outputMax": 4.96,
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          "maxOutput": 128000,
          "regions": {
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              "ap-south-1",
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              "ap-southeast-3",
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              "us-east-1",
              "us-east-2",
              "us-west-2"
            ],
            "counts": {
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              "other": 1
            },
            "tiers": {
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                "sa-east-1",
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                "us-east-2",
                "us-west-2"
              ],
              "geo": [],
              "global": []
            },
            "scopes": null,
            "note": "On-demand price varies by Region for this model — the range below is across all priced Regions."
          },
          "azureProfiles": null,
          "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-5.html",
          "priceAsOf": "2026-10-01",
          "awsPriceList": {
            "regionCount": 13,
            "uniformAcrossRegions": false
          }
        },
        {
          "endpoint": "vertex",
          "endpointModelId": "zai-org/glm-5-maas",
          "priceSource": "curated",
          "input": 1,
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          "context": 200000,
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          "regions": {
            "known": false,
            "available": null,
            "counts": null,
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            "scopes": null,
            "note": "Vertex publishes availability in a client-rendered table — not machine-readable."
          },
          "azureProfiles": null,
          "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
          "priceAsOf": "2026-10-01"
        }
      ]
    },
    {
      "slug": "glm-4-7",
      "name": "GLM 4.7",
      "vendor": "Z.ai",
      "modality": "chat",
      "context": 203000,
      "maxOutput": 4096,
      "offers": [
        {
          "endpoint": "bedrock",
          "endpointModelId": "zai.glm-4.7",
          "priceSource": "aws-price-list",
          "input": 0.6,
          "inputMax": 0.93,
          "output": 2.2,
          "outputMax": 3.41,
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          "context": 203000,
          "maxOutput": 4096,
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            "available": [
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              "ap-southeast-2",
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            },
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                "us-east-2",
                "us-west-2"
              ],
              "geo": [],
              "global": []
            },
            "scopes": null,
            "note": "On-demand price varies by Region for this model — the range below is across all priced Regions."
          },
          "azureProfiles": null,
          "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-zai-glm-4-7.html",
          "priceAsOf": "2026-10-01",
          "awsPriceList": {
            "regionCount": 13,
            "uniformAcrossRegions": false
          }
        }
      ]
    },
    {
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      "vendor": "MiniMax",
      "modality": "chat",
      "context": 1000000,
      "maxOutput": null,
      "offers": [
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          "endpointModelId": "minimax-m3",
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          "regions": {
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              "westus",
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            ],
            "counts": {
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              "EU": 13
            },
            "tiers": null,
            "scopes": null,
            "note": "Regions inferred from the Regions the model has retail meters in."
          },
          "azureProfiles": [
            {
              "profile": "DataZone",
              "input": 0.33,
              "inputMax": null,
              "output": 1.32,
              "outputMax": null,
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              "regionCount": 22,
              "regions": [
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                "eastus",
                "eastus2",
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                "switzerlandnorth",
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                "uksouth",
                "ukwest",
                "westcentralus",
                "westeurope",
                "westus",
                "westus2",
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              ]
            }
          ],
          "source": "https://azure.microsoft.com/pricing/details/phi-3/",
          "priceAsOf": "2026-10-01"
        }
      ]
    },
    {
      "slug": "minimax-m2-5",
      "name": "MiniMax M2.5",
      "vendor": "MiniMax",
      "modality": "chat",
      "context": 1000000,
      "maxOutput": 8192,
      "offers": [
        {
          "endpoint": "bedrock",
          "endpointModelId": "minimax.minimax-m2.5",
          "priceSource": "aws-price-list",
          "input": 0.3,
          "inputMax": 0.47,
          "output": 1.2,
          "outputMax": 1.86,
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          "context": 1000000,
          "maxOutput": 8192,
          "regions": {
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            "available": [
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              "ap-south-1",
              "ap-southeast-2",
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              "us-east-1",
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              "us-west-2"
            ],
            "counts": {
              "US": 3,
              "EU": 5,
              "AP": 4,
              "other": 1
            },
            "tiers": {
              "inRegion": [
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                "ap-southeast-2",
                "ap-southeast-3",
                "eu-central-1",
                "eu-north-1",
                "eu-south-1",
                "eu-west-1",
                "eu-west-2",
                "sa-east-1",
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                "us-east-2",
                "us-west-2"
              ],
              "geo": [],
              "global": []
            },
            "scopes": null,
            "note": "On-demand price varies by Region for this model — the range below is across all priced Regions."
          },
          "azureProfiles": null,
          "source": "https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-minimax-minimax-m2-5.html",
          "priceAsOf": "2026-10-01",
          "awsPriceList": {
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            "uniformAcrossRegions": false
          }
        }
      ]
    }
  ],
  "sources": [
    {
      "id": "aws-bedrock-prices",
      "label": "AWS Price List (Amazon Bedrock)",
      "url": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonBedrock/current/index.json",
      "ok": true
    },
    {
      "id": "aws-bedrock-regions",
      "label": "AWS Bedrock Regional availability",
      "url": "https://docs.aws.amazon.com/bedrock/latest/userguide/models-region-compatibility.html",
      "ok": true
    },
    {
      "id": "azure-model-matrix-0",
      "label": "Azure model availability matrix",
      "url": "https://raw.githubusercontent.com/MicrosoftDocs/azure-ai-docs/main/articles/foundry/openai/includes/model-matrix/standard-global.md",
      "ok": true
    },
    {
      "id": "azure-model-matrix-1",
      "label": "Azure model availability matrix",
      "url": "https://raw.githubusercontent.com/MicrosoftDocs/azure-ai-docs/main/articles/foundry/openai/includes/model-matrix/datazone-standard.md",
      "ok": true
    },
    {
      "id": "azure-model-matrix-2",
      "label": "Azure model availability matrix",
      "url": "https://raw.githubusercontent.com/MicrosoftDocs/azure-ai-docs/main/articles/foundry/openai/includes/model-matrix/standard-models.md",
      "ok": true
    },
    {
      "id": "azure-model-matrix-3",
      "label": "Azure model availability matrix",
      "url": "https://raw.githubusercontent.com/MicrosoftDocs/azure-ai-docs/main/articles/foundry/openai/includes/model-matrix/global-batch.md",
      "ok": true
    },
    {
      "id": "azure-retail-prices",
      "label": "Azure Retail Prices API (Foundry Models)",
      "url": "https://prices.azure.com/api/retail/prices?api-version=2023-01-01-preview&$filter=serviceName%20eq%20'Foundry%20Models'",
      "ok": true
    },
    {
      "id": "genai-prices",
      "label": "pydantic/genai-prices (price backbone)",
      "url": "https://raw.githubusercontent.com/pydantic/genai-prices/main/prices/data.json",
      "ok": true
    },
    {
      "id": "vertex-locations",
      "label": "Vertex AI locations",
      "url": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations?hl=en",
      "ok": true
    }
  ],
  "dataQuality": {
    "notes": [
      "Bedrock on-demand token prices are set per model, not per Region — the Region story on Bedrock is availability and routing tier, not price.",
      "GovCloud and the isolated Regions are priced separately from the commercial AWS list, so their meters are excluded from every Bedrock price on this page. A model AWS has not yet listed commercially shows no Bedrock price at all rather than a GovCloud rate — those rows are in dataQuality.gaps under gov-cloud-only-price. Region availability is read from the Bedrock docs and is unaffected.",
      "Azure prices do move: Data Zone Standard is billed differently in the EU/US zone than in the Asia Pacific zone, and some Regions carry an uplift on Global Standard too. Where a profile has more than one price we show the range.",
      "Anthropic models sold through AWS Marketplace are absent from the AWS Price List bulk offer. genai-prices does list them, under the Bedrock inference-profile ids rather than the ids we route on, so their Bedrock rows are mapped onto the regional profile a us./eu./apac. route is billed at. Their Azure and Vertex rows have no such entry anywhere and are hand-pinned — see dataQuality.pinnedPrices.",
      "Vertex AI publishes model availability in a table rendered client-side, so per-Region availability is not machine-readable. Vertex offers list the documented endpoint scopes (global, multi-region us/eu) instead."
    ],
    "failures": [],
    "gaps": [
      {
        "model": "claude-fable-5-1",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-fable-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-haiku-4-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-4-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-4-6",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-4-7",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-4-8",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-5-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-opus-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-sonnet-4-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-sonnet-4-6",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-sonnet-5-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "claude-sonnet-5",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "deepseek-v3-2",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "gemini-3-pro",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "glm-5",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "gpt-5-4",
        "endpoint": "bedrock",
        "issue": "gov-cloud-only-price",
        "detail": "the only AWS Price List meters for \"openai.gpt-5.4\" are in GovCloud or an isolated Region, which price separately from the commercial list — no commercial on-demand price is published for this model yet"
      },
      {
        "model": "gpt-5-4",
        "endpoint": "bedrock",
        "issue": "no-price",
        "detail": "no input or output price published for \"openai.gpt-5.4\""
      },
      {
        "model": "gpt-5-6-luna",
        "endpoint": "bedrock",
        "issue": "gov-cloud-only-price",
        "detail": "the only AWS Price List meters for \"openai.gpt-5.6-luna\" are in GovCloud or an isolated Region, which price separately from the commercial list — no commercial on-demand price is published for this model yet"
      },
      {
        "model": "gpt-5-6-luna",
        "endpoint": "bedrock",
        "issue": "no-price",
        "detail": "no input or output price published for \"openai.gpt-5.6-luna\""
      },
      {
        "model": "gpt-5-6-terra",
        "endpoint": "bedrock",
        "issue": "gov-cloud-only-price",
        "detail": "the only AWS Price List meters for \"openai.gpt-5.6-terra\" are in GovCloud or an isolated Region, which price separately from the commercial list — no commercial on-demand price is published for this model yet"
      },
      {
        "model": "gpt-5-6-terra",
        "endpoint": "bedrock",
        "issue": "no-price",
        "detail": "no input or output price published for \"openai.gpt-5.6-terra\""
      },
      {
        "model": "gpt-oss-120b",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "gpt-oss-20b",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "kimi-k2-thinking",
        "endpoint": "bedrock",
        "issue": "no-region-table",
        "detail": "\"Kimi K2 Thinking\" has no table on the Bedrock Regional-availability page"
      },
      {
        "model": "kimi-k2-thinking",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "llama-4-maverick",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "llama-4-scout",
        "endpoint": "azure",
        "issue": "no-azure-meter-mapping",
        "detail": "this model is sold on Azure through Marketplace rather than a Foundry Models meter, so no per-profile prices are available — the headline price falls back to another source"
      },
      {
        "model": "llama-4-scout",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "nova-2-pro",
        "endpoint": "bedrock",
        "issue": "no-region-table",
        "detail": "\"Nova 2 Pro\" has no table on the Bedrock Regional-availability page"
      },
      {
        "model": "qwen3-235b-a22b",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      },
      {
        "model": "qwen3-coder-480b",
        "endpoint": "vertex",
        "issue": "no-vertex-scopes",
        "detail": "no documented endpoint scopes found for this model"
      }
    ],
    "pinnedPrices": [
      {
        "model": "claude-fable-5-1",
        "endpoint": "anthropic",
        "endpointModelId": "claude-fable-5-1",
        "detail": "verified 2026-09-08 against https://platform.claude.com/docs/en/about-claude/pricing: $10/$50, 5m cache write $12.50, cache hit $0.25 (Fable 5.1 reads at 0.025x base rather than the usual 0.1x), batch $5/$25. genai-prices carries no entry for this model."
      },
      {
        "model": "claude-fable-5-1",
        "endpoint": "azure",
        "endpointModelId": "claude-fable-5-1",
        "detail": "verified 2026-09-08 against https://platform.claude.com/docs/en/about-claude/pricing: Claude in Microsoft Foundry meters Claude Consumption Units at the standard per-model Claude API rates. Anthropic models have no Azure Foundry retail meter."
      },
      {
        "model": "claude-fable-5-1",
        "endpoint": "bedrock",
        "endpointModelId": "us.anthropic.claude-fable-5-1",
        "detail": "derived 2026-09-08: Anthropic's standard $10/$50 (https://platform.claude.com/docs/en/about-claude/pricing) plus the 10% premium Anthropic documents for regional and geo inference profiles — the same figures Google publishes today for its non-global Claude Fable 5.1 endpoints. Anthropic's catalogue is billed through Marketplace and is absent from the AWS Price List, and genai-prices has no entry for this model; verify against https://aws.amazon.com/bedrock/pricing/"
      },
      {
        "model": "claude-fable-5-1",
        "endpoint": "vertex",
        "endpointModelId": "claude-fable-5-1",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint $10/$50, 5m cache write $12.50, cache hit $0.25, batch $5/$25; the non-global endpoints carry the documented 10% premium ($11/$55)"
      },
      {
        "model": "claude-fable-5",
        "endpoint": "azure",
        "endpointModelId": "claude-fable-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-haiku-4-5",
        "endpoint": "azure",
        "endpointModelId": "claude-haiku-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-haiku-4-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-haiku-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "claude-opus-4-5",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-opus-4-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-opus-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "claude-opus-4-6",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-4-6",
        "detail": "verified 2026-09-08 against https://platform.claude.com/docs/en/about-claude/pricing: Claude in Microsoft Foundry meters Claude Consumption Units at the standard per-model Claude API rates ($5/$25, 5m cache write $6.25, cache hit $0.50). Anthropic models have no Azure Foundry retail meter."
      },
      {
        "model": "claude-opus-4-7",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-4-7",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-opus-4-8",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-4-8",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-opus-5-5",
        "endpoint": "anthropic",
        "endpointModelId": "claude-opus-5-5",
        "detail": "verified 2026-09-29 against https://platform.claude.com/docs/en/about-claude/pricing: $4/$20, 5m cache write $5, cache hit $0.20 (Opus 5.5 reads at 0.05x base rather than the usual 0.1x), batch $2/$10. genai-prices carries no entry for this model."
      },
      {
        "model": "claude-opus-5-5",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-5-5",
        "detail": "verified 2026-09-29 against https://platform.claude.com/docs/en/about-claude/pricing: Claude in Microsoft Foundry meters Claude Consumption Units at the standard per-model Claude API rates. Anthropic models have no Azure Foundry retail meter."
      },
      {
        "model": "claude-opus-5-5",
        "endpoint": "bedrock",
        "endpointModelId": "us.anthropic.claude-opus-5-5",
        "detail": "derived 2026-09-29: Anthropic's standard $4/$20 (https://platform.claude.com/docs/en/about-claude/pricing) plus the 10% premium Anthropic documents for regional and geo inference profiles, which is what the us. profile in this row is billed at. Anthropic's catalogue is billed through Marketplace and is absent from the AWS Price List, and genai-prices has no entry for this model; verify against https://aws.amazon.com/bedrock/pricing/"
      },
      {
        "model": "claude-opus-5-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-opus-5-5",
        "detail": "verified 2026-09-29 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint $4/$20, 5m cache write $5, cache hit $0.20; the non-global endpoints carry the documented 10% premium ($4.40/$22). Batch is left unpinned on purpose: Google's table states $2.50/$12.50, which is half of Claude Opus 5's base rather than half of Opus 5.5's own $4/$20, and Anthropic publishes $2/$10. Two sources disagree, so this row shows no batch price rather than the wrong one."
      },
      {
        "model": "claude-opus-5",
        "endpoint": "azure",
        "endpointModelId": "claude-opus-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-sonnet-4-5",
        "endpoint": "azure",
        "endpointModelId": "claude-sonnet-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-sonnet-4-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-sonnet-4-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "claude-sonnet-4-6",
        "endpoint": "azure",
        "endpointModelId": "claude-sonnet-4-6",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-sonnet-4-6",
        "endpoint": "vertex",
        "endpointModelId": "claude-sonnet-4-6",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "claude-sonnet-5-5",
        "endpoint": "anthropic",
        "endpointModelId": "claude-sonnet-5-5",
        "detail": "verified 2026-09-29 against https://platform.claude.com/docs/en/about-claude/pricing: $2/$10, 5m cache write $2.50, cache hit $0.20, batch $1/$5. genai-prices carries no entry for this model."
      },
      {
        "model": "claude-sonnet-5-5",
        "endpoint": "azure",
        "endpointModelId": "claude-sonnet-5-5",
        "detail": "verified 2026-09-29 against https://platform.claude.com/docs/en/about-claude/pricing: Claude in Microsoft Foundry meters Claude Consumption Units at the standard per-model Claude API rates. Anthropic models have no Azure Foundry retail meter."
      },
      {
        "model": "claude-sonnet-5-5",
        "endpoint": "bedrock",
        "endpointModelId": "us.anthropic.claude-sonnet-5-5",
        "detail": "derived 2026-09-29: Anthropic's standard $2/$10 (https://platform.claude.com/docs/en/about-claude/pricing) plus the 10% premium Anthropic documents for regional and geo inference profiles, which is what the us. profile in this row is billed at. Anthropic's catalogue is billed through Marketplace and is absent from the AWS Price List, and genai-prices has no entry for this model; verify against https://aws.amazon.com/bedrock/pricing/"
      },
      {
        "model": "claude-sonnet-5-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-sonnet-5-5",
        "detail": "verified 2026-09-29 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint $2/$10, 5m cache write $2.50, cache hit $0.20, batch $1/$5; the non-global endpoints carry the documented 10% premium ($2.20/$11)"
      },
      {
        "model": "claude-sonnet-5",
        "endpoint": "anthropic",
        "endpointModelId": "claude-sonnet-5",
        "detail": "verified 2026-09-08 against https://platform.claude.com/docs/en/about-claude/pricing: $2/$10 introductory price is now the standard price, the September 1 increase to $3/$15 did not happen; genai-prices still carries the cancelled $3/$15"
      },
      {
        "model": "claude-sonnet-5",
        "endpoint": "azure",
        "endpointModelId": "claude-sonnet-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "claude-sonnet-5",
        "endpoint": "bedrock",
        "endpointModelId": "us.anthropic.claude-sonnet-5",
        "detail": "derived 2026-09-08: Anthropic standard $2/$10 (https://platform.claude.com/docs/en/about-claude/pricing) plus the 10% regional-endpoint premium Anthropic documents for Bedrock regional ids; genai-prices carries the cancelled $3.30/$16.50; verify against https://aws.amazon.com/bedrock/pricing/"
      },
      {
        "model": "claude-sonnet-5",
        "endpoint": "vertex",
        "endpointModelId": "claude-sonnet-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "cohere-embed-v4",
        "endpoint": "bedrock",
        "endpointModelId": "cohere.embed-v4:0",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://aws.amazon.com/bedrock/pricing/"
      },
      {
        "model": "deepseek-flash",
        "endpoint": "deepseek",
        "endpointModelId": "deepseek-flash",
        "detail": "verified 2026-09-29 against https://api-docs.deepseek.com/quick_start/pricing: the standard (peak) rate — $0.30 cache-miss input, $0.006 cache-hit input, $1.20 output. Off-peak is half of each, 01:00-04:00 and 06:00-10:00 UTC on weekdays, and a page that quotes one number cannot quote a price that depends on the hour. This model supersedes deepseek-v4-flash, which DeepSeek has retired; genai-prices still carries only the retired id. Cache writes are left unpriced because DeepSeek does not state a rate for them."
      },
      {
        "model": "deepseek-v3-2",
        "endpoint": "vertex",
        "endpointModelId": "deepseek-ai/deepseek-v3.2-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "gemini-3-6-flash",
        "endpoint": "gemini",
        "endpointModelId": "gemini-3.6-flash",
        "detail": "verified 2026-09-08 against https://ai.google.dev/gemini-api/docs/pricing: introductory pricing in force through 2026-12-31. genai-prices already carries the $1.50/$7.50 rate that only applies from 2027-01-01."
      },
      {
        "model": "gemini-3-6-flash",
        "endpoint": "vertex",
        "endpointModelId": "gemini-3.6-flash",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint, introductory pricing through 2026-12-31 (non-global $0.825/$4.125); genai-prices already carries the $1.50/$7.50 rate that only applies from 2027-01-01"
      },
      {
        "model": "gemini-3-7-flash",
        "endpoint": "gemini",
        "endpointModelId": "gemini-3.7-flash",
        "detail": "verified 2026-09-08 against https://ai.google.dev/gemini-api/docs/pricing: introductory pricing in force through 2026-12-31; $1.50/$7.50 applies from 2027-01-01. genai-prices carries no entry for this model."
      },
      {
        "model": "gemini-3-7-flash",
        "endpoint": "vertex",
        "endpointModelId": "gemini-3.7-flash",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint, introductory pricing through 2026-12-31 (non-global $0.825/$4.125); $1.50/$7.50 applies from 2027-01-01"
      },
      {
        "model": "gemini-3-8-flash",
        "endpoint": "gemini",
        "endpointModelId": "gemini-3.8-flash",
        "detail": "verified 2026-09-08 against https://ai.google.dev/gemini-api/docs/pricing: introductory pricing in force through 2026-12-31; $1.50/$7.50 applies from 2027-01-01. genai-prices carries no entry for this model."
      },
      {
        "model": "gemini-3-8-flash",
        "endpoint": "vertex",
        "endpointModelId": "gemini-3.8-flash",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing: global endpoint, introductory pricing through 2026-12-31 (non-global $0.825/$4.125); $1.50/$7.50 applies from 2027-01-01"
      },
      {
        "model": "gemini-embedding-2",
        "endpoint": "gemini",
        "endpointModelId": "gemini-embedding-2",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://ai.google.dev/gemini-api/docs/pricing"
      },
      {
        "model": "gemini-embedding-2",
        "endpoint": "vertex",
        "endpointModelId": "gemini-embedding-2",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "glm-5",
        "endpoint": "vertex",
        "endpointModelId": "zai-org/glm-5-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "gpt-5-6-luna",
        "endpoint": "openai",
        "endpointModelId": "gpt-5.6-luna",
        "detail": "verified 2026-09-08 against https://developers.openai.com/api/docs/pricing (short-context rate, up to 272K; $0.40/$1.80 above); genai-prices still lists $1/$6"
      },
      {
        "model": "gpt-5-6-sol",
        "endpoint": "openai",
        "endpointModelId": "gpt-5.6-sol",
        "detail": "verified 2026-09-08 against https://developers.openai.com/api/docs/pricing (short-context rate, up to 272K; $8/$30 above; promotional price through at least 2026-11-21); genai-prices still lists $5/$30"
      },
      {
        "model": "gpt-5-6-terra",
        "endpoint": "openai",
        "endpointModelId": "gpt-5.6-terra",
        "detail": "verified 2026-09-08 against https://developers.openai.com/api/docs/pricing (short-context rate, up to 272K; $4/$18 above); genai-prices still lists $2.50/$15"
      },
      {
        "model": "gpt-6-astra",
        "endpoint": "openai",
        "endpointModelId": "gpt-6-astra",
        "detail": "verified 2026-09-29 against https://developers.openai.com/api/docs/pricing: $10 input / $1 cached input / $50 output, batch $5/$25. genai-prices carries no entry for this model. Azure meters it (see the offer below); AWS lists it on the Bedrock Regional-availability page but publishes no Price List meter for it, so there is no Bedrock row."
      },
      {
        "model": "gpt-6-luna",
        "endpoint": "openai",
        "endpointModelId": "gpt-6-luna",
        "detail": "verified 2026-09-29 against https://developers.openai.com/api/docs/pricing: $0.10 input / $0.01 cached input / $0.50 output, batch $0.05/$0.25. genai-prices carries no entry for this model."
      },
      {
        "model": "gpt-6-sol",
        "endpoint": "openai",
        "endpointModelId": "gpt-6-sol",
        "detail": "verified 2026-09-29 against https://developers.openai.com/api/docs/pricing: $2 input / $0.20 cached input / $10 output, batch $1/$5. genai-prices carries no entry for this model."
      },
      {
        "model": "gpt-oss-120b",
        "endpoint": "vertex",
        "endpointModelId": "openai/gpt-oss-120b-maas",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "gpt-oss-20b",
        "endpoint": "vertex",
        "endpointModelId": "openai/gpt-oss-20b-maas",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "grok-4-1-fast",
        "endpoint": "vertex",
        "endpointModelId": "xai/grok-4.1-fast-reasoning",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "grok-4-6",
        "endpoint": "vertex",
        "endpointModelId": "xai/grok-4.6",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing: the up-to-200K-token rate; above 200K it is $4/$12"
      },
      {
        "model": "grok-4-6",
        "endpoint": "xai",
        "endpointModelId": "grok-4.6",
        "detail": "verified 2026-09-08 against https://docs.x.ai/docs/models: the up-to-200K-token rate; requests above 200K input tokens bill at $4/$12 with a $1 cache hit. genai-prices carries no entry for this model."
      },
      {
        "model": "grok-4-7",
        "endpoint": "xai",
        "endpointModelId": "grok-4.7",
        "detail": "verified 2026-09-29 against https://docs.x.ai/docs/models: the up-to-200K-token rate; requests above 200K input tokens bill at $4/$12 with a $1 cache hit. genai-prices carries no entry for this model."
      },
      {
        "model": "kimi-k2-thinking",
        "endpoint": "vertex",
        "endpointModelId": "moonshotai/kimi-k2-thinking-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "llama-4-maverick",
        "endpoint": "vertex",
        "endpointModelId": "meta/llama-4-maverick-17b-128e-instruct-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "llama-4-scout",
        "endpoint": "azure",
        "endpointModelId": "Llama-4-Scout-17B-16E-Instruct",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://azure.microsoft.com/pricing/details/ai-foundry/"
      },
      {
        "model": "llama-4-scout",
        "endpoint": "vertex",
        "endpointModelId": "meta/llama-4-scout-17b-16e-instruct-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "ministral-3-8b",
        "endpoint": "mistral",
        "endpointModelId": "ministral-3-8b-2512",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://mistral.ai/pricing"
      },
      {
        "model": "mistral-large-3",
        "endpoint": "mistral",
        "endpointModelId": "mistral-large-3",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://mistral.ai/pricing"
      },
      {
        "model": "mistral-medium-3-5",
        "endpoint": "mistral",
        "endpointModelId": "mistral-medium-3-5",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://mistral.ai/pricing"
      },
      {
        "model": "qwen3-235b-a22b",
        "endpoint": "vertex",
        "endpointModelId": "qwen/qwen3-235b-a22b-instruct-2507-maas",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "qwen3-coder-480b",
        "endpoint": "vertex",
        "endpointModelId": "qwen/qwen3-coder-480b-a35b-instruct-maas",
        "detail": "verified 2026-09-08 against https://cloud.google.com/vertex-ai/generative-ai/pricing"
      },
      {
        "model": "titan-embed-text-v2",
        "endpoint": "bedrock",
        "endpointModelId": "amazon.titan-embed-text-v2:0",
        "detail": "seeded 2026-08-14 from the retired fallback source; verify against https://aws.amazon.com/bedrock/pricing/"
      }
    ],
    "crossCheckedFields": 34,
    "crossCheck": []
  }
}
