{
  "name": "GPU Economy - weekly price history",
  "description": "Weekly series: the Cloud GPU Price Index (our own scrape, from 2026-09-07), the reconstructed H100 series from the public SkyPilot catalog (second-hand, from 2025-01-06), and per-model weekly median and cheapest listed on-demand rate from both sources. Sources are labelled and never merged.",
  "license": "CC BY 4.0",
  "attribution": "GPU Economy (https://gpueconomy.com)",
  "data_updated_at": "2026-11-05T00:40:26.482104+00:00",
  "index": {
    "first_published": "2026-09-07",
    "method": "Median of the latest publicly listed on-demand H100 SXM rate of each (provider, region) pair, so a provider listing several regions enters once per region; node-priced offers divided by GPU count; spot and reserved excluded; marketplace floors (Vast.ai, price_scope=marketplace_floor) excluded; quotes listed in any currency other than USD excluded; a week is published only when at least 8 providers contributed.",
    "index_base100_method": "Chain-linked index, base week = 100: each week's link is the geometric mean of week-over-week price ratios over the (provider, region) pairs quoted in both weeks; the index is the cumulative product. A provider or region joining or leaving contributes no ratio and cannot move it.",
    "points": [
      {
        "week_start": "2026-09-07",
        "vintage": "final",
        "usd_per_gpu_hour": 3.92,
        "quotes": 20,
        "providers": 18,
        "index_base100": 100,
        "p25_usd_per_gpu_hour": 3.1225,
        "p75_usd_per_gpu_hour": 6.0013,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.67,
            "quotes": 16,
            "providers": 14
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.92,
          "difference_usd": 0,
          "quotes": 20,
          "providers": 18,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 600
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W37.csv"
      },
      {
        "week_start": "2026-09-14",
        "vintage": "final",
        "usd_per_gpu_hour": 3.9,
        "quotes": 21,
        "providers": 19,
        "index_base100": 100.1,
        "p25_usd_per_gpu_hour": 2.89,
        "p75_usd_per_gpu_hour": 5.95,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.49,
            "quotes": 17,
            "providers": 15
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.9,
          "difference_usd": 0,
          "quotes": 21,
          "providers": 19,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 567
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W38.csv"
      },
      {
        "week_start": "2026-09-21",
        "vintage": "final",
        "usd_per_gpu_hour": 3.7,
        "quotes": 26,
        "providers": 24,
        "index_base100": 100.4,
        "p25_usd_per_gpu_hour": 2.99,
        "p75_usd_per_gpu_hour": 4.405,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.37,
            "quotes": 22,
            "providers": 20
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.7,
          "difference_usd": 0,
          "quotes": 26,
          "providers": 24,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 444
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W39.csv"
      },
      {
        "week_start": "2026-09-28",
        "vintage": "final",
        "usd_per_gpu_hour": 3.49,
        "quotes": 31,
        "providers": 29,
        "index_base100": 102.6,
        "p25_usd_per_gpu_hour": 2.995,
        "p75_usd_per_gpu_hour": 4.4,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.2,
            "quotes": 27,
            "providers": 25
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.25,
          "difference_usd": -0.24,
          "quotes": 31,
          "providers": 29,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 364
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W40.csv"
      },
      {
        "week_start": "2026-10-05",
        "vintage": "final",
        "usd_per_gpu_hour": 3.49,
        "quotes": 33,
        "providers": 31,
        "index_base100": 104.2,
        "p25_usd_per_gpu_hour": 2.99,
        "p75_usd_per_gpu_hour": 4.39,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.2,
            "quotes": 29,
            "providers": 27
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.34,
          "difference_usd": -0.15,
          "quotes": 33,
          "providers": 31,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 340
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W41.csv"
      },
      {
        "week_start": "2026-10-12",
        "vintage": "final",
        "usd_per_gpu_hour": 3.53,
        "quotes": 36,
        "providers": 34,
        "index_base100": 105,
        "p25_usd_per_gpu_hour": 2.99,
        "p75_usd_per_gpu_hour": 4.395,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.23,
            "quotes": 32,
            "providers": 30
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.42,
          "difference_usd": -0.11,
          "quotes": 36,
          "providers": 34,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 309
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W42.csv"
      },
      {
        "week_start": "2026-10-19",
        "vintage": "final",
        "usd_per_gpu_hour": 3.39,
        "quotes": 38,
        "providers": 36,
        "index_base100": 105.1,
        "p25_usd_per_gpu_hour": 2.99,
        "p75_usd_per_gpu_hour": 4.29,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.23,
            "quotes": 34,
            "providers": 32
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.32,
          "difference_usd": -0.07,
          "quotes": 38,
          "providers": 36,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 291
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W43.csv"
      },
      {
        "week_start": "2026-10-26",
        "vintage": "final",
        "usd_per_gpu_hour": 3.39,
        "quotes": 40,
        "providers": 38,
        "index_base100": 106.4,
        "p25_usd_per_gpu_hour": 2.99,
        "p75_usd_per_gpu_hour": 4.09,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.23,
            "quotes": 36,
            "providers": 34
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.32,
          "difference_usd": -0.07,
          "quotes": 40,
          "providers": 38,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 275
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W44.csv"
      },
      {
        "week_start": "2026-11-02",
        "vintage": "provisional",
        "usd_per_gpu_hour": 3.25,
        "quotes": 39,
        "providers": 37,
        "index_base100": 105.3,
        "p25_usd_per_gpu_hour": 2.97,
        "p75_usd_per_gpu_hour": 4.24,
        "by_operator_class": {
          "hyperscaler": {
            "usd_per_gpu_hour": 9.9,
            "quotes": 4,
            "providers": 4
          },
          "specialist": {
            "usd_per_gpu_hour": 3.2,
            "quotes": 35,
            "providers": 33
          },
          "marketplace": null
        },
        "weighting_check": {
          "median_of_provider_medians": 3.25,
          "difference_usd": 0,
          "quotes": 39,
          "providers": 37,
          "largest_provider_id": "paperspace",
          "largest_provider_quotes": 2,
          "hhi": 283
        },
        "receipt": "https://gpueconomy.com/price-index/receipts/2026-W45.csv"
      }
    ]
  },
  "historical_index": {
    "name": "Historical H100 series, reconstructed from the SkyPilot catalog",
    "description": "Second-hand: weekly median of the cheapest per-GPU on-demand H100 SXM instance per provider as published in skypilot-org/skypilot-catalog (Apache 2.0) at the end of each ISO week. We vouch that the catalog published the number on that date, not that the provider page did; every row links to the exact commit. Not the same panel as the series above and never merged with it.",
    "source": "https://github.com/skypilot-org/skypilot-catalog",
    "min_providers": 4,
    "index_base100_method": "Chain-linked index, base week = 100: each week's link is the geometric mean of week-over-week price ratios over the (provider, region) pairs quoted in both weeks; the index is the cumulative product. A provider or region joining or leaving contributes no ratio and cannot move it.",
    "points": [
      {
        "week_start": "2025-01-06",
        "usd_per_gpu_hour": 7.24,
        "quotes": 4,
        "providers": 4,
        "index_base100": 100
      },
      {
        "week_start": "2025-01-13",
        "usd_per_gpu_hour": 7.24,
        "quotes": 4,
        "providers": 4,
        "index_base100": 100
      },
      {
        "week_start": "2025-01-20",
        "usd_per_gpu_hour": 7.24,
        "quotes": 4,
        "providers": 4,
        "index_base100": 100
      },
      {
        "week_start": "2025-01-27",
        "usd_per_gpu_hour": 7.24,
        "quotes": 4,
        "providers": 4,
        "index_base100": 100
      },
      {
        "week_start": "2025-02-03",
        "usd_per_gpu_hour": 4.69,
        "quotes": 5,
        "providers": 5,
        "index_base100": 100
      },
      {
        "week_start": "2025-02-10",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-02-17",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-02-24",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-03-03",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-03-10",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-03-17",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-03-24",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-03-31",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-04-07",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-04-14",
        "usd_per_gpu_hour": 4.57,
        "quotes": 5,
        "providers": 5,
        "index_base100": 85.9
      },
      {
        "week_start": "2025-04-21",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-04-28",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-05-05",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-05-12",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-05-19",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-05-26",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 78.5
      },
      {
        "week_start": "2025-06-02",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-06-09",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-06-16",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-06-23",
        "usd_per_gpu_hour": 2.99,
        "quotes": 5,
        "providers": 5,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-06-30",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-07-07",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-07-14",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-07-21",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-07-28",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-08-04",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-08-11",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-08-18",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-08-25",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 69.9
      },
      {
        "week_start": "2025-09-01",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-09-08",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-09-15",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-09-22",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-09-29",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-10-06",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-10-13",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-10-20",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-10-27",
        "usd_per_gpu_hour": 2.99,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.3
      },
      {
        "week_start": "2025-11-03",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-11-10",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-11-17",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-11-24",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-12-01",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-12-08",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-12-15",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-12-22",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2025-12-29",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-01-05",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-01-12",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-01-19",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-01-26",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-02-02",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-02-09",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-02-16",
        "usd_per_gpu_hour": 2.97,
        "quotes": 6,
        "providers": 6,
        "index_base100": 66.1
      },
      {
        "week_start": "2026-02-23",
        "usd_per_gpu_hour": 3.2,
        "quotes": 6,
        "providers": 6,
        "index_base100": 67.7
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