{
  "asOf": "2026-07-17T22:59:28.643Z",
  "unit": "USD per GPU-hour",
  "note": "First value is implied spot; remaining values are monthly-average tenors. Tenors at or beyond estimatedFromIndex trade on thin ladders and are estimates. Forward points are reconstructed from Kalshi contract ladders settled to the Ornn hourly index; they are not executable quotes.",
  "tenors": [
    "Spot",
    "Jul ’26",
    "Aug",
    "Sep",
    "Oct",
    "Nov",
    "Dec",
    "Jan ’27",
    "Feb",
    "Mar",
    "Apr",
    "May",
    "Jun",
    "Jul ’27"
  ],
  "estimatedFromIndex": 14,
  "estimatorVersion": "kalshi-ladder-median-50-v1",
  "transformVersion": "smooth-121x2-after-front-v1",
  "chips": [
    {
      "id": "b200",
      "label": "B200",
      "memory": "HBM3e · 180GB",
      "change24hPct": -2.6,
      "period": "since Jul 2",
      "periodChangePct": 44.5,
      "curve": [
        7.21,
        6.67,
        6.62,
        6.29,
        5.99,
        5.84,
        5.91,
        5.96,
        5.79,
        5.6,
        5.51,
        5.46,
        5.53,
        5.65
      ],
      "provenance": {
        "ingestionStatus": "live-fetch",
        "monthlySeriesTicker": "KXB200MS",
        "spotSeriesTicker": "KXB200WS",
        "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events?series_ticker=KXB200MS",
        "fetchedAt": "2026-07-17T22:59:26.248Z",
        "latestMarketAt": "2026-07-17T20:40:00.149Z",
        "monthlyEventCount": 13,
        "usableTenorCount": 13,
        "interpolatedTenorCount": 0,
        "marketCount": 197,
        "twoSidedMarketCount": 178,
        "totalVolume": 196037.59,
        "totalOpenInterest": 68755.96,
        "totalLiquidityUsd": 694236.03,
        "estimatorVersion": "kalshi-ladder-median-50-v1",
        "transformVersion": "smooth-121x2-after-front-v1",
        "points": [
          {
            "kind": "spot",
            "tenorKey": null,
            "seriesTicker": "KXB200WS",
            "eventTicker": "KXB200WS-26JUL24",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200WS-26JUL24",
            "latestMarketAt": "2026-07-15T23:05:00.066Z",
            "strikeCount": 11,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 15362.57,
            "totalOpenInterest": 9269.62,
            "totalLiquidityUsd": 76521.91,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-07",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26JUL",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26JUL",
            "latestMarketAt": "2026-07-01T18:55:16.184Z",
            "strikeCount": 9,
            "twoSidedCount": 5,
            "medianSpreadPoints": 2,
            "totalVolume": 28488.49,
            "totalOpenInterest": 17796.08,
            "totalLiquidityUsd": 472678.23,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-08",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26AUG",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26AUG",
            "latestMarketAt": "2026-07-13T17:24:25.117Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 16550.36,
            "totalOpenInterest": 3427.89,
            "totalLiquidityUsd": 89099.94,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-09",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26SEP",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26SEP",
            "latestMarketAt": "2026-07-13T17:24:52.105Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 5602.36,
            "totalOpenInterest": 2285.8,
            "totalLiquidityUsd": 2930.23,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-10",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26OCT",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26OCT",
            "latestMarketAt": "2026-07-13T17:25:22.882Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 4581.23,
            "totalOpenInterest": 2342.54,
            "totalLiquidityUsd": 3551.48,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-11",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26NOV",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26NOV",
            "latestMarketAt": "2026-07-13T17:25:55.080Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 17058.63,
            "totalOpenInterest": 4241.65,
            "totalLiquidityUsd": 2826.2,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2026-12",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26DEC",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26DEC",
            "latestMarketAt": "2026-07-13T17:26:19.942Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 10135.05,
            "totalOpenInterest": 2152.35,
            "totalLiquidityUsd": 2842.72,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-01",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JAN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JAN",
            "latestMarketAt": "2026-07-13T17:26:50.210Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 9595,
            "totalOpenInterest": 2041,
            "totalLiquidityUsd": 2929.77,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-02",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27FEB",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27FEB",
            "latestMarketAt": "2026-07-13T17:27:21.505Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 9084.67,
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            "totalLiquidityUsd": 3069.33,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-03",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAR",
            "latestMarketAt": "2026-07-13T17:27:47.558Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 12410.63,
            "totalOpenInterest": 2295.19,
            "totalLiquidityUsd": 2860.24,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-04",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27APR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27APR",
            "latestMarketAt": "2026-07-13T17:28:17.868Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 7721.21,
            "totalOpenInterest": 1639.02,
            "totalLiquidityUsd": 3113.4,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-05",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAY",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAY",
            "latestMarketAt": "2026-07-13T17:28:47.442Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 11273.26,
            "totalOpenInterest": 4286.28,
            "totalLiquidityUsd": 3157.18,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-06",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JUN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUN",
            "latestMarketAt": "2026-07-13T17:29:11.564Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 8468.78,
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            "totalLiquidityUsd": 3459.29,
            "interpolated": false,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-07",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JUL",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUL",
            "latestMarketAt": "2026-07-13T17:29:37.017Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 5917.04,
            "totalOpenInterest": 724.02,
            "totalLiquidityUsd": 3461.4,
            "interpolated": false,
            "estimated": false
          }
        ]
      },
      "points": [
        {
          "tenor": "Spot",
          "priceUsdPerGpuHour": 7.21,
          "evidence": {
            "kind": "spot",
            "tenorKey": null,
            "seriesTicker": "KXB200WS",
            "eventTicker": "KXB200WS-26JUL24",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200WS-26JUL24",
            "latestMarketAt": "2026-07-15T23:05:00.066Z",
            "strikeCount": 11,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 15362.57,
            "totalOpenInterest": 9269.62,
            "totalLiquidityUsd": 76521.91,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Jul ’26",
          "priceUsdPerGpuHour": 6.67,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-07",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26JUL",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26JUL",
            "latestMarketAt": "2026-07-01T18:55:16.184Z",
            "strikeCount": 9,
            "twoSidedCount": 5,
            "medianSpreadPoints": 2,
            "totalVolume": 28488.49,
            "totalOpenInterest": 17796.08,
            "totalLiquidityUsd": 472678.23,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Aug",
          "priceUsdPerGpuHour": 6.62,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-08",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26AUG",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26AUG",
            "latestMarketAt": "2026-07-13T17:24:25.117Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 16550.36,
            "totalOpenInterest": 3427.89,
            "totalLiquidityUsd": 89099.94,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Sep",
          "priceUsdPerGpuHour": 6.29,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-09",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26SEP",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26SEP",
            "latestMarketAt": "2026-07-13T17:24:52.105Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 5602.36,
            "totalOpenInterest": 2285.8,
            "totalLiquidityUsd": 2930.23,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Oct",
          "priceUsdPerGpuHour": 5.99,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-10",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26OCT",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26OCT",
            "latestMarketAt": "2026-07-13T17:25:22.882Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 4581.23,
            "totalOpenInterest": 2342.54,
            "totalLiquidityUsd": 3551.48,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Nov",
          "priceUsdPerGpuHour": 5.84,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-11",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26NOV",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26NOV",
            "latestMarketAt": "2026-07-13T17:25:55.080Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 17058.63,
            "totalOpenInterest": 4241.65,
            "totalLiquidityUsd": 2826.2,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Dec",
          "priceUsdPerGpuHour": 5.91,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2026-12",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26DEC",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26DEC",
            "latestMarketAt": "2026-07-13T17:26:19.942Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 10135.05,
            "totalOpenInterest": 2152.35,
            "totalLiquidityUsd": 2842.72,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Jan ’27",
          "priceUsdPerGpuHour": 5.96,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-01",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JAN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JAN",
            "latestMarketAt": "2026-07-13T17:26:50.210Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 9595,
            "totalOpenInterest": 2041,
            "totalLiquidityUsd": 2929.77,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Feb",
          "priceUsdPerGpuHour": 5.79,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-02",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27FEB",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27FEB",
            "latestMarketAt": "2026-07-13T17:27:21.505Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 9084.67,
            "totalOpenInterest": 2596.36,
            "totalLiquidityUsd": 3069.33,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Mar",
          "priceUsdPerGpuHour": 5.6,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-03",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAR",
            "latestMarketAt": "2026-07-13T17:27:47.558Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 12410.63,
            "totalOpenInterest": 2295.19,
            "totalLiquidityUsd": 2860.24,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Apr",
          "priceUsdPerGpuHour": 5.51,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-04",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27APR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27APR",
            "latestMarketAt": "2026-07-13T17:28:17.868Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 7721.21,
            "totalOpenInterest": 1639.02,
            "totalLiquidityUsd": 3113.4,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "May",
          "priceUsdPerGpuHour": 5.46,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-05",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAY",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAY",
            "latestMarketAt": "2026-07-13T17:28:47.442Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 11273.26,
            "totalOpenInterest": 4286.28,
            "totalLiquidityUsd": 3157.18,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Jun",
          "priceUsdPerGpuHour": 5.53,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-06",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JUN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUN",
            "latestMarketAt": "2026-07-13T17:29:11.564Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
            "totalVolume": 8468.78,
            "totalOpenInterest": 3093.43,
            "totalLiquidityUsd": 3459.29,
            "interpolated": false,
            "estimated": false
          }
        },
        {
          "tenor": "Jul ’27",
          "priceUsdPerGpuHour": 5.65,
          "evidence": {
            "kind": "monthly",
            "tenorKey": "2027-07",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JUL",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUL",
            "latestMarketAt": "2026-07-13T17:29:37.017Z",
            "strikeCount": 9,
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            "medianSpreadPoints": 1,
            "totalVolume": 5917.04,
            "totalOpenInterest": 724.02,
            "totalLiquidityUsd": 3461.4,
            "interpolated": false,
            "estimated": false
          }
        }
      ]
    },
    {
      "id": "h200",
      "label": "H200",
      "memory": "HBM3e · 141GB",
      "change24hPct": 6.1,
      "period": "since Jul 2",
      "periodChangePct": 21.4,
      "curve": [
        4.71,
        4.41,
        4.18,
        4.18,
        4.18,
        4.29,
        4.43,
        4.43,
        4.33,
        4.24,
        4.14,
        4.13,
        4.2,
        4.23
      ],
      "provenance": {
        "ingestionStatus": "live-fetch",
        "monthlySeriesTicker": "KXH200MS",
        "spotSeriesTicker": "KXH200WS",
        "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events?series_ticker=KXH200MS",
        "fetchedAt": "2026-07-17T22:59:26.954Z",
        "latestMarketAt": "2026-07-17T20:40:00.149Z",
        "monthlyEventCount": 13,
        "usableTenorCount": 13,
        "interpolatedTenorCount": 0,
        "marketCount": 201,
        "twoSidedMarketCount": 198,
        "totalVolume": 220880.17,
        "totalOpenInterest": 83012.4,
        "totalLiquidityUsd": 744366.69,
        "estimatorVersion": "kalshi-ladder-median-50-v1",
        "transformVersion": "smooth-121x2-after-front-v1",
        "points": [
          {
            "kind": "spot",
            "tenorKey": null,
            "seriesTicker": "KXH200WS",
            "eventTicker": "KXH200WS-26JUL24",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200WS-26JUL24",
            "latestMarketAt": "2026-07-13T15:29:47.059Z",
            "strikeCount": 9,
            "twoSidedCount": 9,
            "medianSpreadPoints": 1,
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