{
  "contractVersion": "1.27.0",
  "license": {
    "name": "CC BY 4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/",
    "attribution": "AI Compute Tracker (aicomputetracker.com), CC BY 4.0; third-party terms apply to data from Kalshi (KalshiEX LLC)",
    "sources": [
      {
        "id": "kalshi",
        "name": "Kalshi (KalshiEX LLC)",
        "attribution": "Data: Kalshi (KalshiEX LLC)",
        "terms": "https://kalshi.com/developer-agreement",
        "termsVersion": "1.1",
        "redistribution": "pending-counsel",
        "license": "Third-party terms apply"
      }
    ]
  },
  "attribution": {
    "credit": "Data: Kalshi (KalshiEX LLC)",
    "source": "Kalshi",
    "legalName": "KalshiEX LLC",
    "url": "https://kalshi.com",
    "note": "Curve values are derived from Kalshi event-contract market data, which remains subject to Kalshi’s terms."
  },
  "date": "2026-11-03",
  "capturedAt": "2026-11-03T12:37:44.915Z",
  "methodologyVersion": "kalshi-ladder-median-50-v2+unsmoothed-v1",
  "estimatorVersion": "kalshi-ladder-median-50-v2",
  "transformVersion": "unsmoothed-v1",
  "note": "Each implied level is the strike where a ladder’s yes-probability crosses 50%, and the resting bids and asks bracket it: a bid at one strike is a floor on every lower strike’s probability and an ask a ceiling on every higher one, so the bid-only and ask-only envelopes each cross 50% somewhere. The bracket is those two crossings, each interpolated linearly between the listed strikes around it; strictly, the quotes bound the median only to the outer of those strikes. A side no quote bounds is open. The level reads only usable quotes: a strike with a bid above 0¢ and an ask below 100¢ counts as two-sided, but is read at its midpoint only when no wider than 20 points with size on both sides, and a strike without such a quote only at a last trade with 24-hour volume. A weighted isotonic fit (pool-adjacent violators, each quote weighted by its tightness) keeps them monotone — it can raise a level as well as lower it, unlike a running minimum — and nothing is smoothed: each monthly value is its own ladder’s estimate. With fewer than two usable quotes, or a fit that never crosses 50% within its own strikes or crosses it outside the bracket, no quote sets the level: a closed bracket gives its midpoint, and an open one only a placeholder (its closed side, or the middle of the listed strikes when neither side is closed) that the site never shows as a price — it shows the bracket. In this snapshot 8 of 50 ladders are read from their fit of 43 usable quotes, and 33 brackets are open on at least one side. A point passes — it is identified — only with both sides of its bid/ask bracket inside the listed strikes, a bracket no wider than 20% of its median, and at least 2 two-sided strikes, 1¢/99¢ placeholders excluded, quoted between 20% and 80%; 5 of 55 points pass this snapshot, and 14 of the snapshot’s 119 two-sided strikes are 1¢/99¢ placeholders. Only identified points draw a line and a band, and only they feed moves, carry, spreads and curve shapes.",
  "rederived": null,
  "unit": "USD per GPU-hour",
  "tenorKeys": [
    "2026-07",
    "2026-08",
    "2026-09",
    "2026-10",
    "2026-11",
    "2026-12",
    "2027-01",
    "2027-02",
    "2027-03",
    "2027-04",
    "2027-05",
    "2027-06",
    "2027-07",
    "2027-08"
  ],
  "curves": [
    {
      "id": "b200",
      "anchor": {
        "instrument": "monthly-average",
        "seriesTicker": "KXB200MS",
        "eventTicker": "KXB200MS-26NOV",
        "methodologyVersion": "kalshi-ladder-median-50-v2+unsmoothed-v1"
      },
      "spot": 9.33,
      "values": [
        null,
        null,
        null,
        null,
        9.33,
        8.68,
        9.17,
        3.73,
        6.72,
        7.5,
        5.19,
        6.57,
        7.5,
        5.5
      ],
      "series": {
        "ingestionStatus": "live-fetch",
        "monthlySeriesTicker": "KXB200MS",
        "spotSeriesTicker": "KXB200WS",
        "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events?series_ticker=KXB200MS",
        "fetchedAt": "2026-11-03T12:37:44.691Z",
        "latestMarketAt": "2026-10-27T19:53:03.065Z",
        "monthlyEventCount": 10,
        "usableTenorCount": 10,
        "interpolatedTenorCount": 0,
        "marketCount": 171,
        "twoSidedMarketCount": 44,
        "totalVolume": 177150.35,
        "totalOpenInterest": 47786.49,
        "totalLiquidityUsd": 11666.05,
        "estimatorVersion": "kalshi-ladder-median-50-v2",
        "transformVersion": "unsmoothed-v1",
        "points": [
          {
            "kind": "spot",
            "tenorKey": null,
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-26NOV",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-26NOV",
            "latestMarketAt": "2026-09-11T22:00:00.308Z",
            "strikeCount": 18,
            "twoSidedCount": 6,
            "placeholderQuoteCount": 0,
            "monotonizedStrikeCount": 0,
            "medianSpreadPoints": 10,
            "totalVolume": 36821.57,
            "totalOpenInterest": 11669.33,
            "totalLiquidityUsd": 2928.27,
            "interpolated": false,
            "clampedToListedRange": false,
            "lo": 9.24,
            "hi": 9.43,
            "loOpen": false,
            "hiOpen": false,
            "q25": 8.82,
            "q75": 9.85,
            "midBandCount": 2,
            "usableQuoteCount": 6,
            "valueSource": "quotes",
            "identified": true,
            "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": "2026-09-11T22:00:00.308Z",
            "strikeCount": 18,
            "twoSidedCount": 6,
            "placeholderQuoteCount": 0,
            "monotonizedStrikeCount": 0,
            "medianSpreadPoints": 10,
            "totalVolume": 36821.57,
            "totalOpenInterest": 11669.33,
            "totalLiquidityUsd": 2928.27,
            "interpolated": false,
            "clampedToListedRange": false,
            "lo": 9.24,
            "hi": 9.43,
            "loOpen": false,
            "hiOpen": false,
            "q25": 8.82,
            "q75": 9.85,
            "midBandCount": 2,
            "usableQuoteCount": 6,
            "valueSource": "quotes",
            "identified": true,
            "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": "2026-09-11T08:40:00.293Z",
            "strikeCount": 19,
            "twoSidedCount": 11,
            "placeholderQuoteCount": 0,
            "monotonizedStrikeCount": 0,
            "medianSpreadPoints": 58,
            "totalVolume": 26516.03,
            "totalOpenInterest": 6804.25,
            "totalLiquidityUsd": 2328.28,
            "interpolated": false,
            "clampedToListedRange": false,
            "lo": 8.68,
            "hi": 12,
            "loOpen": false,
            "hiOpen": true,
            "q25": null,
            "q75": null,
            "midBandCount": 8,
            "usableQuoteCount": 0,
            "valueSource": "bracket",
            "identified": false,
            "estimated": true
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-01",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27JAN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JAN",
            "latestMarketAt": "2026-09-20T20:30:00.066Z",
            "strikeCount": 19,
            "twoSidedCount": 14,
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            "totalVolume": 22928,
            "totalOpenInterest": 5119,
            "totalLiquidityUsd": 3830.45,
            "interpolated": false,
            "clampedToListedRange": false,
            "lo": 8.9,
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            "loOpen": false,
            "hiOpen": false,
            "q25": 7.7,
            "q75": 11,
            "midBandCount": 9,
            "usableQuoteCount": 14,
            "valueSource": "quotes",
            "identified": true,
            "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": "2026-10-07T21:41:43.990Z",
            "strikeCount": 9,
            "twoSidedCount": 2,
            "placeholderQuoteCount": 0,
            "monotonizedStrikeCount": 0,
            "medianSpreadPoints": 81,
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            "totalOpenInterest": 6561.03,
            "totalLiquidityUsd": 302.61,
            "interpolated": false,
            "clampedToListedRange": false,
            "lo": 3.73,
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            "loOpen": false,
            "hiOpen": true,
            "q25": null,
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            "usableQuoteCount": 0,
            "valueSource": "bracket",
            "identified": false,
            "estimated": true
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-03",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAR",
            "latestMarketAt": "2026-10-07T21:43:25.602Z",
            "strikeCount": 9,
            "twoSidedCount": 1,
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            "monotonizedStrikeCount": 0,
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            "totalLiquidityUsd": 297.9,
            "interpolated": false,
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            "lo": 6.72,
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            "hiOpen": true,
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            "estimated": true
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-04",
            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27APR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27APR",
            "latestMarketAt": "2026-10-08T10:11:54.198Z",
            "strikeCount": 9,
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            "clampedToListedRange": false,
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            "valueSource": "bracket",
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            "estimated": true
          },
          {
            "kind": "monthly",
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            "seriesTicker": "KXB200MS",
            "eventTicker": "KXB200MS-27MAY",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27MAY",
            "latestMarketAt": "2026-09-09T17:32:34.838Z",
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          },
          {
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            "eventTicker": "KXB200MS-27JUN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUN",
            "latestMarketAt": "2026-09-09T17:32:48.716Z",
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          },
          {
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            "seriesTicker": "KXB200MS",
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            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27JUL",
            "latestMarketAt": "2026-10-07T21:54:00.701Z",
            "strikeCount": 19,
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          },
          {
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            "eventTicker": "KXB200MS-27AUG",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXB200MS-27AUG",
            "latestMarketAt": "2026-09-09T17:33:20.513Z",
            "strikeCount": 15,
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          }
        ]
      }
    },
    {
      "id": "h200",
      "anchor": {
        "instrument": "monthly-average",
        "seriesTicker": "KXH200MS",
        "eventTicker": "KXH200MS-26NOV",
        "methodologyVersion": "kalshi-ladder-median-50-v2+unsmoothed-v1"
      },
      "spot": 6.64,
      "values": [
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        4,
        4,
        4,
        4.5,
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      ],
      "series": {
        "ingestionStatus": "live-fetch",
        "monthlySeriesTicker": "KXH200MS",
        "spotSeriesTicker": "KXH200WS",
        "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events?series_ticker=KXH200MS",
        "fetchedAt": "2026-11-03T12:37:44.763Z",
        "latestMarketAt": "2026-11-02T20:21:00.262Z",
        "monthlyEventCount": 10,
        "usableTenorCount": 10,
        "interpolatedTenorCount": 0,
        "marketCount": 120,
        "twoSidedMarketCount": 27,
        "totalVolume": 164327.06,
        "totalOpenInterest": 46042.81,
        "totalLiquidityUsd": 3766.67,
        "estimatorVersion": "kalshi-ladder-median-50-v2",
        "transformVersion": "unsmoothed-v1",
        "points": [
          {
            "kind": "spot",
            "tenorKey": null,
            "seriesTicker": "KXH200MS",
            "eventTicker": "KXH200MS-26NOV",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-26NOV",
            "latestMarketAt": "2026-11-02T20:21:00.262Z",
            "strikeCount": 16,
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          },
          {
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            "eventTicker": "KXH200MS-26NOV",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-26NOV",
            "latestMarketAt": "2026-11-02T20:21:00.262Z",
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          },
          {
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            "tenorKey": "2026-12",
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            "eventTicker": "KXH200MS-26DEC",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-26DEC",
            "latestMarketAt": "2026-09-09T17:31:29.390Z",
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            "clampedToListedRange": false,
            "lo": 6.38,
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            "hiOpen": true,
            "q25": null,
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          },
          {
            "kind": "monthly",
            "tenorKey": "2027-01",
            "seriesTicker": "KXH200MS",
            "eventTicker": "KXH200MS-27JAN",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-27JAN",
            "latestMarketAt": "2026-09-09T17:31:43.160Z",
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            "placeholderQuoteCount": 0,
            "monotonizedStrikeCount": 0,
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            "interpolated": false,
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            "valueSource": "bracket",
            "identified": true,
            "estimated": false
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-02",
            "seriesTicker": "KXH200MS",
            "eventTicker": "KXH200MS-27FEB",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-27FEB",
            "latestMarketAt": "2026-09-09T17:31:57.150Z",
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            "monotonizedStrikeCount": 0,
            "medianSpreadPoints": 72.5,
            "totalVolume": 29671.12,
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            "estimated": true
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-03",
            "seriesTicker": "KXH200MS",
            "eventTicker": "KXH200MS-27MAR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-27MAR",
            "latestMarketAt": "2026-09-09T17:32:10.462Z",
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            "interpolated": false,
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            "lo": 1.5,
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            "estimated": true
          },
          {
            "kind": "monthly",
            "tenorKey": "2027-04",
            "seriesTicker": "KXH200MS",
            "eventTicker": "KXH200MS-27APR",
            "sourceUrl": "https://api.elections.kalshi.com/trade-api/v2/events/KXH200MS-27APR",
            "latestMarketAt": "2026-09-09T17:32:24.969Z",
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