{
  "index": "inference",
  "as_of": "2026-08-19",
  "count": 21,
  "providers": [
    {
      "id": "groq",
      "name": "Groq / GroqCloud",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Mountain View",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://groq.com/",
      "pricing": "https://groq.com/pricing",
      "silicon": [
        "Groq LPU",
        "NVIDIA Groq 3 LPX announced"
      ],
      "models": [
        "Llama and other open models via GroqCloud — catalog rotates"
      ],
      "locations": [
        {
          "city": "Liberty Lake",
          "region": "Washington",
          "country": "United States",
          "iso3": "USA",
          "lat": 47.673,
          "lon": -117.086,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "US-1",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Saint Paul",
          "region": "Minnesota",
          "country": "United States",
          "iso3": "USA",
          "lat": 44.954,
          "lon": -93.092,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "US-2 St Paul",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Dallas",
          "region": "Texas",
          "country": "United States",
          "iso3": "USA",
          "lat": 32.777,
          "lon": -96.797,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "US-3",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Houston",
          "region": "Texas",
          "country": "United States",
          "iso3": "USA",
          "lat": 29.76,
          "lon": -95.37,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "US-4",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Kamloops",
          "region": "British Columbia",
          "country": "Canada",
          "iso3": "CAN",
          "lat": 50.675,
          "lon": -120.328,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "CA-1",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Vaudreuil-Dorion",
          "region": "Quebec",
          "country": "Canada",
          "iso3": "CAN",
          "lat": 45.4,
          "lon": -74.033,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "CA-2",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Calgary",
          "region": "Alberta",
          "country": "Canada",
          "iso3": "CAN",
          "lat": 51.045,
          "lon": -114.057,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "CA-3",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Vantaa",
          "region": "Uusimaa",
          "country": "Finland",
          "iso3": "FIN",
          "lat": 60.294,
          "lon": 25.041,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "EU-1 Helsinki metro",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Sydney",
          "region": "New South Wales",
          "country": "Australia",
          "iso3": "AUS",
          "lat": -33.869,
          "lon": 151.209,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "AU-1",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "London",
          "region": "England",
          "country": "United Kingdom",
          "iso3": "GBR",
          "lat": 51.507,
          "lon": -0.128,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "EU-2",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        },
        {
          "city": "Riyadh",
          "region": "Riyadh",
          "country": "Saudi Arabia",
          "iso3": "SAU",
          "lat": 24.714,
          "lon": 46.675,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "SA-1",
          "source_url": "https://groq.com/groqcloud",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://groq.com/groqcloud",
        "https://groq.com/newsroom/groq-launches-european-data-center-footprint-in-helsinki-finland",
        "https://groq.com/newsroom/groq-expands-to-asia-pacific-with-sydney-data-center-to-power-the-next-generation-of-ai-inference"
      ],
      "notes": "Official page says 13 DCs across four continents but lists 11 named sites. Remaining two cities unpublished.",
      "as_of": "2026-08-19"
    },
    {
      "id": "cerebras",
      "name": "Cerebras",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Sunnyvale",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://www.cerebras.ai/",
      "pricing": "https://www.cerebras.ai/pricing",
      "silicon": [
        "Cerebras WSE"
      ],
      "models": [
        "Llama, Qwen and others via Cerebras Inference — catalog rotates"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Token API on custom WSE. No public city DC table on marketing/pricing pages fetched. Undisclosed / contact. Do not invent hourly WSE rental.",
          "source_url": "https://www.cerebras.ai/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.cerebras.ai/",
        "https://www.cerebras.ai/inference"
      ],
      "notes": "Token API on custom WSE. No public city DC table on marketing/pricing pages fetched. Undisclosed / contact. Do not invent hourly WSE rental.",
      "as_of": "2026-08-19"
    },
    {
      "id": "together",
      "name": "Together AI",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "San Francisco",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://www.together.ai/",
      "pricing": "https://www.together.ai/pricing",
      "silicon": [
        "NVIDIA GPUs (dedicated-endpoint hardware flags)"
      ],
      "models": [
        "Large open-model catalog — see models page"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Serverless + dedicated. API api.together.ai. Dedicated AZs e.g. us-central-4b via CLI; city not on fetched docs.",
          "source_url": "https://www.together.ai/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.together.ai/",
        "https://www.together.ai/pricing",
        "https://docs.together.ai/docs/dedicated-endpoints/overview",
        "https://docs.together.ai/reference/cli/endpoints"
      ],
      "notes": "Serverless + dedicated. API api.together.ai. Dedicated AZs e.g. us-central-4b via CLI; city not on fetched docs.",
      "as_of": "2026-08-19"
    },
    {
      "id": "fireworks",
      "name": "Fireworks AI",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Redwood City",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://fireworks.ai/",
      "pricing": "https://fireworks.ai/pricing",
      "silicon": [
        "NVIDIA GPUs"
      ],
      "models": [
        "Open + custom; serverless / on-demand / reserved"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Homepage says multi-region on-demand. No public city table fetched. Undisclosed / contact.",
          "source_url": "https://fireworks.ai/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://fireworks.ai/",
        "https://fireworks.ai/pricing",
        "https://docs.fireworks.ai/"
      ],
      "notes": "Homepage says multi-region on-demand. No public city table fetched. Undisclosed / contact.",
      "as_of": "2026-08-19"
    },
    {
      "id": "openai",
      "name": "OpenAI",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "San Francisco",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://openai.com/",
      "pricing": "https://openai.com/api/pricing/",
      "silicon": [
        "Undisclosed mix; partner neoclouds + Azure"
      ],
      "models": [
        "GPT / o-series / embeddings — see models page"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Global token API. Physical Stargate campuses are not the public API endpoint map. Residency via data-controls docs.",
          "source_url": "https://openai.com/api/pricing/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://openai.com/api/pricing/",
        "https://platform.openai.com/docs/models",
        "https://platform.openai.com/docs/guides/your-data"
      ],
      "notes": "Global token API. Physical Stargate campuses are not the public API endpoint map. Residency via data-controls docs.",
      "as_of": "2026-08-19"
    },
    {
      "id": "anthropic",
      "name": "Anthropic",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "San Francisco",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://www.anthropic.com/",
      "pricing": "https://www.anthropic.com/pricing",
      "silicon": [
        "Undisclosed; AWS / GCP / CoreWeave / Fluidstack capacity"
      ],
      "models": [
        "Claude Opus / Sonnet / Haiku"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Claude API is a token endpoint. Region via Bedrock/Vertex/partners — not an Anthropic DC city table.",
          "source_url": "https://www.anthropic.com/pricing",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.anthropic.com/pricing",
        "https://docs.anthropic.com/",
        "https://www.coreweave.com/news/coreweave-announces-multi-year-agreement-with-anthropic"
      ],
      "notes": "Claude API is a token endpoint. Region via Bedrock/Vertex/partners — not an Anthropic DC city table.",
      "as_of": "2026-08-19"
    },
    {
      "id": "google-ai-studio-vertex",
      "name": "Google AI Studio / Vertex AI",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Mountain View",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://cloud.google.com/vertex-ai",
      "pricing": "https://cloud.google.com/vertex-ai/generative-ai/pricing",
      "silicon": [
        "TPU",
        "NVIDIA GPUs on GCP"
      ],
      "models": [
        "Gemini, Imagen, Veo, Model Garden"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Endpoints follow GCP regions. Not every region hosts every model. Use Hyperscaler GCP table + Vertex locations doc.",
          "source_url": "https://aistudio.google.com/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://aistudio.google.com/",
        "https://cloud.google.com/vertex-ai",
        "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/locations"
      ],
      "notes": "Endpoints follow GCP regions. Not every region hosts every model. Use Hyperscaler GCP table + Vertex locations doc.",
      "as_of": "2026-08-19"
    },
    {
      "id": "amazon-bedrock",
      "name": "Amazon Bedrock",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Seattle",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://aws.amazon.com/bedrock/",
      "pricing": "https://aws.amazon.com/bedrock/pricing/",
      "silicon": [
        "Trainium/Inferentia + NVIDIA on AWS"
      ],
      "models": [
        "Nova, Claude, Llama, Mistral, Cohere — marketplace"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Regional on AWS. Model×region matrix is the Bedrock availability page — do not assume every AWS region.",
          "source_url": "https://aws.amazon.com/bedrock/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://aws.amazon.com/bedrock/",
        "https://aws.amazon.com/bedrock/pricing/",
        "https://docs.aws.amazon.com/bedrock/latest/userguide/models-regions.html"
      ],
      "notes": "Regional on AWS. Model×region matrix is the Bedrock availability page — do not assume every AWS region.",
      "as_of": "2026-08-19"
    },
    {
      "id": "azure-openai",
      "name": "Azure OpenAI Service",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Redmond",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://azure.microsoft.com/en-us/products/ai-services/openai-service",
      "pricing": "https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/",
      "silicon": [
        "Azure GPU/CPU mix"
      ],
      "models": [
        "OpenAI models on Azure"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Subset of Azure regions. Use Microsoft model/region table; do not copy full Azure geography as if every region hosts OpenAI.",
          "source_url": "https://azure.microsoft.com/en-us/products/ai-services/openai-service",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://azure.microsoft.com/en-us/products/ai-services/openai-service",
        "https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/models"
      ],
      "notes": "Subset of Azure regions. Use Microsoft model/region table; do not copy full Azure geography as if every region hosts OpenAI.",
      "as_of": "2026-08-19"
    },
    {
      "id": "mistral",
      "name": "Mistral AI",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Paris",
        "country": "France",
        "iso3": "FRA"
      },
      "website": "https://mistral.ai/",
      "pricing": "https://mistral.ai/technology/#pricing",
      "silicon": [
        "Undisclosed; la Plateforme + partner clouds"
      ],
      "models": [
        "Mistral Large/Medium/Small, Codestral, Pixtral, open-weight"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "France",
          "iso3": "FRA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "French operator. Public inference-DC city table not on homepage fetched. Also on Azure/AWS/GCP/Scaleway.",
          "source_url": "https://mistral.ai/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://mistral.ai/",
        "https://docs.mistral.ai/"
      ],
      "notes": "French operator. Public inference-DC city table not on homepage fetched. Also on Azure/AWS/GCP/Scaleway.",
      "as_of": "2026-08-19"
    },
    {
      "id": "cohere",
      "name": "Cohere",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Toronto",
        "country": "Canada",
        "iso3": "CAN"
      },
      "website": "https://cohere.com/",
      "pricing": "https://cohere.com/pricing",
      "silicon": [
        "Undisclosed"
      ],
      "models": [
        "Command, Embed, Rerank"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "Canada",
          "iso3": "CAN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "API + private deploy. No public city DC table fetched. Also on AWS/Azure/GCP.",
          "source_url": "https://cohere.com/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://cohere.com/",
        "https://cohere.com/pricing",
        "https://docs.cohere.com/"
      ],
      "notes": "API + private deploy. No public city DC table fetched. Also on AWS/Azure/GCP.",
      "as_of": "2026-08-19"
    },
    {
      "id": "sambanova",
      "name": "SambaNova",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Palo Alto",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://sambanova.ai/",
      "pricing": "https://sambanova.ai/pricing",
      "silicon": [
        "SambaNova SN40L / RDU"
      ],
      "models": [
        "Llama and others on SambaCloud"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Custom RDU inference. Public city list not on marketing pages used. Undisclosed / contact.",
          "source_url": "https://sambanova.ai/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://sambanova.ai/",
        "https://sambanova.ai/sambacloud"
      ],
      "notes": "Custom RDU inference. Public city list not on marketing pages used. Undisclosed / contact.",
      "as_of": "2026-08-19"
    },
    {
      "id": "deepseek",
      "name": "DeepSeek",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Hangzhou",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://www.deepseek.com/",
      "pricing": "https://api-docs.deepseek.com/quick_start/pricing",
      "silicon": [
        "Undisclosed China training cluster"
      ],
      "models": [
        "DeepSeek-V3/V4/R1 families — names rotate"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "api.deepseek.com. No official public city list. China-operated, city undisclosed.",
          "source_url": "https://www.deepseek.com/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.deepseek.com/",
        "https://api-docs.deepseek.com/"
      ],
      "notes": "api.deepseek.com. No official public city list. China-operated, city undisclosed.",
      "as_of": "2026-08-19"
    },
    {
      "id": "moonshot-kimi",
      "name": "Moonshot / Kimi",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Beijing",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://www.moonshot.cn/",
      "pricing": "https://platform.moonshot.cn/docs/pricing/chat",
      "silicon": [
        "Undisclosed"
      ],
      "models": [
        "Kimi family"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Platform API. No public city DC table fetched.",
          "source_url": "https://www.moonshot.cn/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.moonshot.cn/",
        "https://platform.moonshot.cn/"
      ],
      "notes": "Platform API. No public city DC table fetched.",
      "as_of": "2026-08-19"
    },
    {
      "id": "zhipu",
      "name": "Zhipu / Z.ai (GLM)",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Beijing",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://www.zhipuai.cn/",
      "pricing": "https://open.bigmodel.cn/pricing",
      "silicon": [
        "Undisclosed"
      ],
      "models": [
        "GLM family"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Open platform API. No official public city list fetched.",
          "source_url": "https://www.zhipuai.cn/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.zhipuai.cn/",
        "https://open.bigmodel.cn/"
      ],
      "notes": "Open platform API. No official public city list fetched.",
      "as_of": "2026-08-19"
    },
    {
      "id": "alibaba-dashscope",
      "name": "Alibaba Qwen / DashScope",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Hangzhou",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://www.alibabacloud.com/product/model-studio",
      "pricing": "https://www.alibabacloud.com/help/en/model-studio/model-pricing",
      "silicon": [
        "Alibaba Cloud GPU/NPU"
      ],
      "models": [
        "Qwen family"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Regional on Alibaba Cloud. Use hyperscaler region table; not every region hosts every Qwen SKU.",
          "source_url": "https://www.alibabacloud.com/product/model-studio",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.alibabacloud.com/product/model-studio",
        "https://www.alibabacloud.com/help/en/model-studio/regions-and-endpoints"
      ],
      "notes": "Regional on Alibaba Cloud. Use hyperscaler region table; not every region hosts every Qwen SKU.",
      "as_of": "2026-08-19"
    },
    {
      "id": "baidu-qianfan",
      "name": "Baidu Qianfan",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Beijing",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://qianfan.cloud.baidu.com/",
      "pricing": "https://cloud.baidu.com/product/wenxinworkshop",
      "silicon": [
        "Kunlun / Cloud GPU — English SKU page sales-gated"
      ],
      "models": [
        "ERNIE / Wenxin + third-party"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "No English public city table fetched. List company.",
          "source_url": "https://qianfan.cloud.baidu.com/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://qianfan.cloud.baidu.com/",
        "https://cloud.baidu.com/product/wenxinworkshop"
      ],
      "notes": "No English public city table fetched. List company.",
      "as_of": "2026-08-19"
    },
    {
      "id": "bytedance-volcengine-ark",
      "name": "ByteDance / Volcengine Ark",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Beijing",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://www.volcengine.com/product/ark",
      "pricing": "https://www.volcengine.com/pricing",
      "silicon": [
        "Volcengine GPU fleet"
      ],
      "models": [
        "Doubao / Seed + open models"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Ark model API. English city list not fetched. Operator China.",
          "source_url": "https://www.volcengine.com/product/ark",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.volcengine.com/product/ark"
      ],
      "notes": "Ark model API. English city list not fetched. Operator China.",
      "as_of": "2026-08-19"
    },
    {
      "id": "tencent-hunyuan",
      "name": "Tencent Hunyuan",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Shenzhen",
        "country": "China",
        "iso3": "CHN"
      },
      "website": "https://hunyuan.tencent.com/",
      "pricing": "https://cloud.tencent.com/product/hunyuan",
      "silicon": [
        "Tencent Cloud GPU"
      ],
      "models": [
        "Hunyuan family"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "China",
          "iso3": "CHN",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "API on Tencent Cloud. Use Tencent region table for IaaS.",
          "source_url": "https://hunyuan.tencent.com/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://hunyuan.tencent.com/",
        "https://cloud.tencent.com/product/hunyuan"
      ],
      "notes": "API on Tencent Cloud. Use Tencent region table for IaaS.",
      "as_of": "2026-08-19"
    },
    {
      "id": "scaleway-generative",
      "name": "Scaleway Generative APIs",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "Paris",
        "country": "France",
        "iso3": "FRA"
      },
      "website": "https://www.scaleway.com/en/generative-apis/",
      "pricing": "https://www.scaleway.com/en/pricing/generative-apis/",
      "silicon": [
        "Scaleway GPU instances in PAR/AMS/WAW"
      ],
      "models": [
        "Managed open models — catalog on product page"
      ],
      "locations": [
        {
          "city": "Paris",
          "region": "Île-de-France",
          "country": "France",
          "iso3": "FRA",
          "lat": 48.857,
          "lon": 2.352,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "PAR1/2/3",
          "source_url": "https://www.scaleway.com/en/docs/console/account/reference-content/products-availability/",
          "as_of": "2026-08-19"
        },
        {
          "city": "Amsterdam",
          "region": "North Holland",
          "country": "Netherlands",
          "iso3": "NLD",
          "lat": 52.367,
          "lon": 4.904,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "AMS1/2/3",
          "source_url": "https://www.scaleway.com/en/docs/console/account/reference-content/products-availability/",
          "as_of": "2026-08-19"
        },
        {
          "city": "Warsaw",
          "region": "Masovian",
          "country": "Poland",
          "iso3": "POL",
          "lat": 52.23,
          "lon": 21.012,
          "geocode_method": "wikipedia_city_centroid",
          "status": "live",
          "note": "WAW1/2/3",
          "source_url": "https://www.scaleway.com/en/docs/console/account/reference-content/products-availability/",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.scaleway.com/en/docs/console/account/reference-content/products-availability/",
        "https://www.scaleway.com/en/generative-apis/"
      ],
      "notes": "Token product of a regional hyperscaler. Scaleway IaaS is classified under Hyperscalers.",
      "as_of": "2026-08-19"
    },
    {
      "id": "crusoe-inference",
      "name": "Crusoe Managed / Serverless Inference",
      "kind": "inference",
      "index": "inference",
      "hq": {
        "city": "San Francisco",
        "country": "United States",
        "iso3": "USA"
      },
      "website": "https://www.crusoe.ai/cloud",
      "pricing": "https://www.crusoe.ai/cloud/pricing",
      "silicon": [
        "H100",
        "H200",
        "B200",
        "GB200",
        "MI300X",
        "MI355X"
      ],
      "models": [
        "DeepSeek, Llama, Qwen, Gemma, GLM, Nemotron, gpt-oss — listed on pricing page"
      ],
      "locations": [
        {
          "city": null,
          "region": null,
          "country": "United States",
          "iso3": "USA",
          "lat": null,
          "lon": null,
          "geocode_method": null,
          "status": "live",
          "note": "Token SKUs on crusoe.ai/cloud/pricing. Physical regions follow Crusoe Cloud (Neoclouds).",
          "source_url": "https://www.crusoe.ai/cloud/pricing",
          "as_of": "2026-08-19"
        }
      ],
      "source_urls": [
        "https://www.crusoe.ai/cloud/pricing"
      ],
      "notes": "Token SKUs on crusoe.ai/cloud/pricing. Physical regions follow Crusoe Cloud (Neoclouds).",
      "as_of": "2026-08-19"
    }
  ]
}