{
  "schema_version": 1,
  "observed_at": "2026-07-13T12:08:38.048Z",
  "source": {
    "name": "VAST.ai rendered marketplace search",
    "url": "https://cloud.vast.ai/create/",
    "collection_method": "Playwright browser automation; browser-visible offers only."
  },
  "methodology": {
    "price": "Median displayed hourly offer price divided by GPU count.",
    "availability": "Browser-visible rentable offer count and GPU capacity; not a reservation guarantee.",
    "secure_cloud": "Offer card rendered with VAST datacenter marker.",
    "index": "100 is the preceding successful snapshot for the same GPU family.",
    "soxx_link": "SOXX closing quote and a rolling correlation of daily SOXX returns with the cross-family VAST GPU median are kept for context, not causal inference."
  },
  "families": [
    {
      "id": "h100-nvl",
      "label": "H100 NVL",
      "browser_filter": [
        "H100 NVL"
      ],
      "visible_offer_count": 2,
      "visible_gpu_capacity": 2,
      "median_per_gpu_hourly_usd": 2.474,
      "median_reliability_percent": 97.65,
      "secure_cloud": {
        "visible_offer_count": 0,
        "visible_gpu_capacity": 0,
        "median_per_gpu_hourly_usd": null,
        "median_reliability_percent": null
      },
      "price_index": 100,
      "availability_index": 100
    },
    {
      "id": "h100-sxm",
      "label": "H100 SXM",
      "browser_filter": [
        "H100 SXM"
      ],
      "visible_offer_count": 20,
      "visible_gpu_capacity": 48,
      "median_per_gpu_hourly_usd": 2.2022,
      "median_reliability_percent": 99.49,
      "secure_cloud": {
        "visible_offer_count": 3,
        "visible_gpu_capacity": 7,
        "median_per_gpu_hourly_usd": 2.2015,
        "median_reliability_percent": 99.88
      },
      "price_index": 100,
      "availability_index": 100
    },
    {
      "id": "rtx-4090",
      "label": "RTX 4090",
      "browser_filter": [
        "RTX 4090"
      ],
      "visible_offer_count": 64,
      "visible_gpu_capacity": 97,
      "median_per_gpu_hourly_usd": 0.3805,
      "median_reliability_percent": 99.545,
      "secure_cloud": {
        "visible_offer_count": 5,
        "visible_gpu_capacity": 6,
        "median_per_gpu_hourly_usd": 0.472,
        "median_reliability_percent": 99.22
      },
      "price_index": 100,
      "availability_index": 100
    },
    {
      "id": "rtx-5090",
      "label": "RTX 5090",
      "browser_filter": [
        "RTX 5090"
      ],
      "visible_offer_count": 64,
      "visible_gpu_capacity": 99,
      "median_per_gpu_hourly_usd": 0.4709,
      "median_reliability_percent": 99.465,
      "secure_cloud": {
        "visible_offer_count": 9,
        "visible_gpu_capacity": 10,
        "median_per_gpu_hourly_usd": 0.651,
        "median_reliability_percent": 99.54
      },
      "price_index": 100,
      "availability_index": 100
    },
    {
      "id": "rtx-pro-6000",
      "label": "RTX PRO 6000",
      "browser_filter": [
        "RTX PRO 6000 S",
        "RTX PRO 6000 WS"
      ],
      "visible_offer_count": 81,
      "visible_gpu_capacity": 176,
      "median_per_gpu_hourly_usd": 1.335,
      "median_reliability_percent": 99.48,
      "secure_cloud": {
        "visible_offer_count": 19,
        "visible_gpu_capacity": 37,
        "median_per_gpu_hourly_usd": 1.60275,
        "median_reliability_percent": 99.81
      },
      "price_index": 100,
      "availability_index": 100
    },
    {
      "id": "b200",
      "label": "B200",
      "browser_filter": [
        "B200"
      ],
      "visible_offer_count": 8,
      "visible_gpu_capacity": 20,
      "median_per_gpu_hourly_usd": 8.135,
      "median_reliability_percent": 99.56,
      "secure_cloud": {
        "visible_offer_count": 6,
        "visible_gpu_capacity": 18,
        "median_per_gpu_hourly_usd": 8.135,
        "median_reliability_percent": 99.56
      },
      "price_index": 100,
      "availability_index": 100
    }
  ],
  "market": {
    "soxx": {
      "symbol": "SOXX",
      "name": "iShares Semiconductor ETF",
      "close_usd": 581.34,
      "daily_change_percent": -0.06,
      "daily_change_usd": -0.36,
      "market_note": "Closed: Jul 10, 4:00:00 PM GMT-4  ·   USD",
      "source_url": "https://www.google.com/finance/quote/SOXX:NASDAQ",
      "collection_method": "Playwright browser automation; rendered Google Finance quote."
    },
    "gpu_median_per_hour": 1.768625,
    "link": {
      "sample_count": 0,
      "rolling_return_correlation": null
    }
  }
}