{
  "schema_version": "1.0.0",
  "generated_at": "2026-07-23T03:08:39.166Z",
  "inventory_generated_at": "2026-07-23T03:08:13.835Z",
  "pricing_generated_at": "2026-07-23T03:08:39.048Z",
  "freshness_label": "Refreshed recently",
  "disclosure": "Public market summary only. Provider identities, source URLs, evidence excerpts, and source-level rows are intentionally withheld.",
  "source_count_summary": {
    "registry_supplier_count": 224,
    "public_price_sources": 70,
    "supply_source_gpu_pairs": 46,
    "quarantined_price_sources": 5,
    "tracked_gpu_families": 8
  },
  "price_sanity_status": "5 candidate price row(s) quarantined before public display",
  "gpu_market": [
    {
      "gpu_family": "H100",
      "average_price_per_gpu_hour": 3.0823,
      "median_price_per_gpu_hour": 2.495,
      "min_price_per_gpu_hour": 1.68,
      "max_price_per_gpu_hour": 6.155,
      "supply_source_count": 10,
      "price_source_count": 11,
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 2
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 10
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 8
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 46
        }
      ],
      "regions": [
        "US",
        "Europe",
        "Spain",
        "India",
        "Czechia, CZ",
        "California, US"
      ],
      "confidence": "High",
      "deployment_models": [
        "Training clusters",
        "Inference fleets",
        "Reserved blocks"
      ]
    },
    {
      "gpu_family": "H200",
      "average_price_per_gpu_hour": 3.6025,
      "median_price_per_gpu_hour": 3.0575,
      "min_price_per_gpu_hour": 1.99,
      "max_price_per_gpu_hour": 6.305,
      "supply_source_count": 4,
      "price_source_count": 12,
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 10
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 4
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 4
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 34
        }
      ],
      "regions": [
        "US",
        "Europe",
        "India",
        "Saudi Arabia, SA",
        "Iceland, IS",
        ", US"
      ],
      "confidence": "High",
      "deployment_models": [
        "Large-context inference",
        "Training clusters",
        "Reserved blocks"
      ]
    },
    {
      "gpu_family": "B200",
      "average_price_per_gpu_hour": 5.1606,
      "median_price_per_gpu_hour": 5.1606,
      "min_price_per_gpu_hour": 3.49,
      "max_price_per_gpu_hour": 6.8311,
      "supply_source_count": 2,
      "price_source_count": 4,
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 4
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 6
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 30
        }
      ],
      "regions": [
        "US",
        "Europe",
        "India",
        "US West",
        "Oregon, US",
        "Virginia, US"
      ],
      "confidence": "Medium",
      "deployment_models": [
        "Frontier training",
        "High-density inference",
        "Reserved clusters"
      ]
    },
    {
      "gpu_family": "B300",
      "average_price_per_gpu_hour": 6.8704,
      "median_price_per_gpu_hour": 6.8704,
      "min_price_per_gpu_hour": 4.99,
      "max_price_per_gpu_hour": 8.7507,
      "supply_source_count": 2,
      "price_source_count": 2,
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 1
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 3
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 22
        }
      ],
      "regions": [
        "United States",
        "Europe",
        "US",
        ", CA"
      ],
      "confidence": "Medium",
      "deployment_models": [
        "Frontier AI capacity",
        "Sales-led reservations",
        "High-density deployments"
      ]
    },
    {
      "gpu_family": "GB300",
      "average_price_per_gpu_hour": null,
      "median_price_per_gpu_hour": null,
      "min_price_per_gpu_hour": null,
      "max_price_per_gpu_hour": null,
      "supply_source_count": 0,
      "price_source_count": 0,
      "availability_mix": [
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 21
        }
      ],
      "regions": [
        "United States",
        "Europe",
        "US"
      ],
      "confidence": "Forming",
      "deployment_models": [
        "AI supercomputing",
        "Sales-led reservations",
        "High-density deployments"
      ]
    },
    {
      "gpu_family": "A100",
      "average_price_per_gpu_hour": 2.2156,
      "median_price_per_gpu_hour": 1.7475,
      "min_price_per_gpu_hour": 0.95,
      "max_price_per_gpu_hour": 5.04,
      "supply_source_count": 8,
      "price_source_count": 11,
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 12
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 5
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 35
        }
      ],
      "regions": [
        "US",
        "Europe",
        "Brazil",
        "India",
        "UK",
        "Asia"
      ],
      "confidence": "Medium",
      "deployment_models": [
        "Training",
        "Batch inference",
        "Flexible on-demand"
      ]
    },
    {
      "gpu_family": "L40S",
      "average_price_per_gpu_hour": 1.922,
      "median_price_per_gpu_hour": 1.95,
      "min_price_per_gpu_hour": 0.7,
      "max_price_per_gpu_hour": 3.51,
      "supply_source_count": 5,
      "price_source_count": 6,
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 7
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 16
        }
      ],
      "regions": [
        "US",
        "India",
        "Europe"
      ],
      "confidence": "Medium",
      "deployment_models": [
        "Inference",
        "Fine-tuning",
        "Rendering-adjacent workloads"
      ]
    },
    {
      "gpu_family": "RTX 5090",
      "average_price_per_gpu_hour": 0.6253,
      "median_price_per_gpu_hour": 0.6253,
      "min_price_per_gpu_hour": 0.5506,
      "max_price_per_gpu_hour": 0.7,
      "supply_source_count": 2,
      "price_source_count": 7,
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 6
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 5
        }
      ],
      "regions": [
        "California, US",
        ", CN",
        "Hungary, HU",
        "British Columbia, CA"
      ],
      "confidence": "Medium",
      "deployment_models": [
        "Cost-sensitive inference",
        "Experimentation",
        "Burst workloads"
      ]
    }
  ],
  "region_market": [
    {
      "id": "us-east",
      "label": "US East",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S",
        "RTX 5090"
      ],
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 8
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 19
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 8
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 35
        }
      ],
      "supply_source_count": 70,
      "live_or_listed_supply_sources": 27,
      "reserved_supply_sources": 8,
      "channel_summary": "Live on-demand supply sources plus reserved capacity",
      "confidence": "High"
    },
    {
      "id": "us-central",
      "label": "US Central",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S",
        "RTX 5090"
      ],
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 8
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 19
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 8
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 35
        }
      ],
      "supply_source_count": 70,
      "live_or_listed_supply_sources": 27,
      "reserved_supply_sources": 8,
      "channel_summary": "Live on-demand supply sources plus reserved capacity",
      "confidence": "High"
    },
    {
      "id": "us-west",
      "label": "US West",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S",
        "RTX 5090"
      ],
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 8
        },
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 19
        },
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 8
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 35
        }
      ],
      "supply_source_count": 70,
      "live_or_listed_supply_sources": 27,
      "reserved_supply_sources": 8,
      "channel_summary": "Live on-demand supply sources plus reserved capacity",
      "confidence": "High"
    },
    {
      "id": "canada",
      "label": "Canada",
      "gpus": [],
      "availability_mix": [],
      "supply_source_count": 0,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "No current public supply source",
      "confidence": "Forming"
    },
    {
      "id": "brazil",
      "label": "Brazil",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 2
        }
      ],
      "supply_source_count": 2,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "uk",
      "label": "UK",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 10
        }
      ],
      "supply_source_count": 11,
      "live_or_listed_supply_sources": 1,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "High"
    },
    {
      "id": "germany",
      "label": "Germany",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 9
        }
      ],
      "supply_source_count": 10,
      "live_or_listed_supply_sources": 1,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "High"
    },
    {
      "id": "france",
      "label": "France",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 9
        }
      ],
      "supply_source_count": 10,
      "live_or_listed_supply_sources": 1,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "High"
    },
    {
      "id": "nordics",
      "label": "Nordics",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 9
        }
      ],
      "supply_source_count": 10,
      "live_or_listed_supply_sources": 1,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "High"
    },
    {
      "id": "spain",
      "label": "Spain",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "B300",
        "GB300",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "on_demand_listed",
          "label": "Listed",
          "count": 1
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 11
        }
      ],
      "supply_source_count": 12,
      "live_or_listed_supply_sources": 1,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "High"
    },
    {
      "id": "hong-kong",
      "label": "Hong Kong",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "singapore",
      "label": "Singapore",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "india",
      "label": "India",
      "gpus": [
        "H100",
        "H200",
        "B200",
        "A100",
        "L40S"
      ],
      "availability_mix": [
        {
          "key": "reserved_capacity",
          "label": "Reserved",
          "count": 6
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 7,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 6,
      "channel_summary": "Reserved and sales-led supply sources",
      "confidence": "Medium"
    },
    {
      "id": "malaysia",
      "label": "Malaysia",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "indonesia",
      "label": "Indonesia",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "japan",
      "label": "Japan",
      "gpus": [
        "H200",
        "A100"
      ],
      "availability_mix": [
        {
          "key": "on_demand_live",
          "label": "Live",
          "count": 3
        },
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 4,
      "live_or_listed_supply_sources": 3,
      "reserved_supply_sources": 0,
      "channel_summary": "Live or listed on-demand supply sources",
      "confidence": "Medium"
    },
    {
      "id": "philippines",
      "label": "Philippines",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "taiwan",
      "label": "Taiwan",
      "gpus": [
        "A100"
      ],
      "availability_mix": [
        {
          "key": "mentioned_only",
          "label": "Mentioned",
          "count": 1
        }
      ],
      "supply_source_count": 1,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "Mentioned supply sources under review",
      "confidence": "Forming"
    },
    {
      "id": "australia",
      "label": "Australia",
      "gpus": [],
      "availability_mix": [],
      "supply_source_count": 0,
      "live_or_listed_supply_sources": 0,
      "reserved_supply_sources": 0,
      "channel_summary": "No current public supply source",
      "confidence": "Forming"
    }
  ]
}