{
  "page": "https://opencode.ai/data/alibaba/qwen3-8-max",
  "updatedAt": "2026-10-02T08:39:37.000Z",
  "summary": "Qwen3.8 Max ranked #29 by tokens across OpenCode last week, with 0.0% of tokens over the past two months. Qwen3.8 Max costs $2.00 per 1M input tokens and $6.00 per 1M output tokens.",
  "model": {
    "id": "alibaba/qwen3.8-max",
    "name": "Qwen3.8 Max",
    "lab": "alibaba",
    "labName": "Alibaba",
    "family": "qwen",
    "description": "2.4-trillion-parameter MoE flagship for coding, professional work, multimodal understanding, and long-horizon agentic workflows",
    "releaseDate": "2026-08-03",
    "lastUpdated": "2026-08-03",
    "knowledgeCutoff": null,
    "contextTokens": 1000000,
    "outputTokens": 131072,
    "inputModalities": [
      "text",
      "image",
      "video",
      "pdf"
    ],
    "outputModalities": [
      "text"
    ],
    "reasoning": true,
    "toolCall": true,
    "openWeights": false,
    "weights": [],
    "priceUsdPer1M": {
      "input": 2,
      "output": 6,
      "cachedInput": 0.25,
      "cacheWrite": null
    },
    "benchmarks": [
      {
        "name": "Terminal-Bench",
        "score": 86.6,
        "metric": "avg@10",
        "harness": "Claude Code",
        "variant": "5h timeout",
        "version": "2.1",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "SWE-Bench Pro",
        "score": 67.7,
        "metric": "resolved",
        "harness": "Claude Code",
        "dataset": "Qwen refined and corrected task set",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "DeepSWE",
        "score": 56.6,
        "metric": "score",
        "harness": "Claude Code",
        "version": "1.1",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "NL2Repo",
        "score": 55.9,
        "metric": "score",
        "harness": "Claude Code",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "FrontierSWE",
        "score": 73.5,
        "metric": "dominance score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "MLS-Bench-Lite",
        "score": 41,
        "metric": "score",
        "harness": "Claude Code",
        "variant": "5h timeout",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "PaperBench",
        "score": 93,
        "metric": "score",
        "harness": "BasicAgent",
        "variant": "Code-Dev; 3 runs; 12h timeout; Opus 4.6 judge",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "AndroidBench",
        "score": 75.1,
        "metric": "avg@3",
        "dataset": "95 public tasks",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "QwenSWEBench",
        "score": 80.7,
        "metric": "avg@3",
        "harness": "Claude Code",
        "dataset": "internal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "QwenQoderBench",
        "score": 58.4,
        "metric": "avg@5",
        "harness": "Claude Code",
        "dataset": "internal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "QwenReactBench",
        "score": 1724,
        "metric": "Elo",
        "dataset": "internal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "QwenSVGBench",
        "score": 1713,
        "metric": "Elo",
        "dataset": "internal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "CoWorkBench",
        "score": 74.8,
        "metric": "score",
        "dataset": "internal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "WorkSpaceBench",
        "score": 67.7,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "JobBench",
        "score": 53.4,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "SkillsBench",
        "score": 70.2,
        "metric": "avg@3",
        "harness": "OpenCode",
        "dataset": "87 tasks",
        "version": "1.1",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "Agents' Last Exam",
        "score": 27,
        "metric": "pass@1",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "Agents' Last Exam",
        "score": 52.4,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "AutomationBench",
        "score": 27.3,
        "metric": "pass@1",
        "dataset": "600 public tasks",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "Toolathlon-Verified",
        "score": 72.5,
        "metric": "pass@1",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "WideSearch",
        "score": 81.9,
        "metric": "average item F1",
        "harness": "Qwen-Agent",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "Humanity's Last Exam",
        "score": 56.2,
        "metric": "score",
        "variant": "with tools",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "Humanity's Last Exam",
        "score": 43.6,
        "metric": "score",
        "variant": "without tools",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "GPQA Diamond",
        "score": 92.6,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "IFBench",
        "score": 82.8,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "$OneMillion-Bench",
        "score": 52.5,
        "metric": "expert score",
        "variant": "gemini-3.1-pro-preview judge",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "HealthBench",
        "score": 60.2,
        "metric": "score",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "PLawBench",
        "score": 73.2,
        "metric": "score",
        "variant": "gemini-3.1-pro-preview judge",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "PRBench",
        "score": 57.6,
        "metric": "score",
        "variant": "legal",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "PRBench",
        "score": 58.3,
        "metric": "score",
        "variant": "finance",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "MRCR",
        "score": 92.9,
        "metric": "score",
        "dataset": "256K; 8-needle",
        "version": "2",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      },
      {
        "name": "LongBench",
        "score": 66.3,
        "metric": "score",
        "version": "2",
        "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B"
      }
    ]
  },
  "usage": {
    "rankLastWeek": 29,
    "tokens": 350941298918,
    "sharePercent": 0.04,
    "changePercent": 659,
    "uniqueUsers": 161787,
    "sessions": 399389,
    "tokensPerSession": 878695,
    "costPerSessionUsd": 0.4207,
    "costUsd": 168027.49,
    "cachedInputPercent": 93.6,
    "weeklyRetentionPercent": 42.4,
    "daily": [
      {
        "date": "2026-08-08",
        "tokens": 6456465632,
        "uniqueUsers": 3448,
        "sessions": 3806,
        "costUsd": 3752.5
      },
      {
        "date": "2026-08-09",
        "tokens": 5305538627,
        "uniqueUsers": 2991,
        "sessions": 3146,
        "costUsd": 3074.4
      },
      {
        "date": "2026-08-10",
        "tokens": 8094227345,
        "uniqueUsers": 4262,
        "sessions": 4486,
        "costUsd": 4735.57
      },
      {
        "date": "2026-08-11",
        "tokens": 8197939962,
        "uniqueUsers": 4859,
        "sessions": 2251,
        "costUsd": 4733.84
      },
      {
        "date": "2026-08-12",
        "tokens": 12559532462,
        "uniqueUsers": 4961,
        "sessions": 151,
        "costUsd": 6847.18
      },
      {
        "date": "2026-08-13",
        "tokens": 10793418267,
        "uniqueUsers": 4834,
        "sessions": 124,
        "costUsd": 5920.7
      },
      {
        "date": "2026-08-14",
        "tokens": 9211013020,
        "uniqueUsers": 4475,
        "sessions": 136,
        "costUsd": 5028.98
      },
      {
        "date": "2026-08-15",
        "tokens": 6957236430,
        "uniqueUsers": 4041,
        "sessions": 136,
        "costUsd": 3990.96
      },
      {
        "date": "2026-08-16",
        "tokens": 3875968767,
        "uniqueUsers": 4504,
        "sessions": 94,
        "costUsd": 2220.02
      },
      {
        "date": "2026-08-17",
        "tokens": 2420458448,
        "uniqueUsers": 5746,
        "sessions": 62,
        "costUsd": 1685.52
      },
      {
        "date": "2026-08-18",
        "tokens": 9569033873,
        "uniqueUsers": 5011,
        "sessions": 3380,
        "costUsd": 4578.05
      },
      {
        "date": "2026-08-19",
        "tokens": 10983651554,
        "uniqueUsers": 4878,
        "sessions": 4357,
        "costUsd": 5046.98
      },
      {
        "date": "2026-08-20",
        "tokens": 9852695966,
        "uniqueUsers": 4667,
        "sessions": 4348,
        "costUsd": 4486.66
      },
      {
        "date": "2026-08-21",
        "tokens": 8931135437,
        "uniqueUsers": 4419,
        "sessions": 4158,
        "costUsd": 3886.01
      },
      {
        "date": "2026-08-22",
        "tokens": 6741226027,
        "uniqueUsers": 3106,
        "sessions": 3534,
        "costUsd": 2738.82
      },
      {
        "date": "2026-08-23",
        "tokens": 6766594513,
        "uniqueUsers": 2735,
        "sessions": 2691,
        "costUsd": 2883.2
      },
      {
        "date": "2026-08-24",
        "tokens": 10345291578,
        "uniqueUsers": 4534,
        "sessions": 4497,
        "costUsd": 4619.2
      },
      {
        "date": "2026-08-25",
        "tokens": 9190298553,
        "uniqueUsers": 3713,
        "sessions": 3560,
        "costUsd": 4097.66
      },
      {
        "date": "2026-08-26",
        "tokens": 8213309043,
        "uniqueUsers": 3489,
        "sessions": 3152,
        "costUsd": 3972.21
      },
      {
        "date": "2026-08-27",
        "tokens": 6996954821,
        "uniqueUsers": 3176,
        "sessions": 3019,
        "costUsd": 3202.45
      },
      {
        "date": "2026-08-28",
        "tokens": 6621013245,
        "uniqueUsers": 2656,
        "sessions": 2534,
        "costUsd": 2909.84
      },
      {
        "date": "2026-08-29",
        "tokens": 4874600167,
        "uniqueUsers": 2011,
        "sessions": 2088,
        "costUsd": 2209.99
      },
      {
        "date": "2026-08-30",
        "tokens": 5333820047,
        "uniqueUsers": 1899,
        "sessions": 2041,
        "costUsd": 2394.19
      },
      {
        "date": "2026-08-31",
        "tokens": 7289258200,
        "uniqueUsers": 2786,
        "sessions": 3257,
        "costUsd": 3267.67
      },
      {
        "date": "2026-09-01",
        "tokens": 6689609106,
        "uniqueUsers": 2625,
        "sessions": 2622,
        "costUsd": 3046.31
      },
      {
        "date": "2026-09-02",
        "tokens": 6502033538,
        "uniqueUsers": 2575,
        "sessions": 2762,
        "costUsd": 3126.65
      },
      {
        "date": "2026-09-03",
        "tokens": 5548077755,
        "uniqueUsers": 2592,
        "sessions": 2661,
        "costUsd": 3155.04
      },
      {
        "date": "2026-09-04",
        "tokens": 5123690262,
        "uniqueUsers": 2331,
        "sessions": 2411,
        "costUsd": 2835.71
      },
      {
        "date": "2026-09-05",
        "tokens": 4435438955,
        "uniqueUsers": 1788,
        "sessions": 2283,
        "costUsd": 2429.58
      },
      {
        "date": "2026-09-06",
        "tokens": 3525538618,
        "uniqueUsers": 1679,
        "sessions": 3067,
        "costUsd": 1880.27
      },
      {
        "date": "2026-09-07",
        "tokens": 6162082594,
        "uniqueUsers": 2434,
        "sessions": 6808,
        "costUsd": 2848.79
      },
      {
        "date": "2026-09-08",
        "tokens": 6951176537,
        "uniqueUsers": 2255,
        "sessions": 13335,
        "costUsd": 2979.43
      },
      {
        "date": "2026-09-09",
        "tokens": 5805184803,
        "uniqueUsers": 2100,
        "sessions": 18188,
        "costUsd": 2598.08
      },
      {
        "date": "2026-09-10",
        "tokens": 5668486754,
        "uniqueUsers": 2484,
        "sessions": 16593,
        "costUsd": 2538.98
      },
      {
        "date": "2026-09-11",
        "tokens": 4667226287,
        "uniqueUsers": 2143,
        "sessions": 15384,
        "costUsd": 2087.09
      },
      {
        "date": "2026-09-12",
        "tokens": 4876111966,
        "uniqueUsers": 1749,
        "sessions": 19282,
        "costUsd": 2118.12
      },
      {
        "date": "2026-09-13",
        "tokens": 4394712344,
        "uniqueUsers": 1754,
        "sessions": 20422,
        "costUsd": 1944.18
      },
      {
        "date": "2026-09-14",
        "tokens": 6480333119,
        "uniqueUsers": 2607,
        "sessions": 20278,
        "costUsd": 2950.63
      },
      {
        "date": "2026-09-15",
        "tokens": 5958088705,
        "uniqueUsers": 2480,
        "sessions": 17785,
        "costUsd": 2703.85
      },
      {
        "date": "2026-09-16",
        "tokens": 6015252101,
        "uniqueUsers": 2512,
        "sessions": 20593,
        "costUsd": 2704.32
      },
      {
        "date": "2026-09-17",
        "tokens": 6442627195,
        "uniqueUsers": 2627,
        "sessions": 24091,
        "costUsd": 2755.99
      },
      {
        "date": "2026-09-18",
        "tokens": 7514743640,
        "uniqueUsers": 2463,
        "sessions": 17206,
        "costUsd": 3197.47
      },
      {
        "date": "2026-09-19",
        "tokens": 5066687732,
        "uniqueUsers": 1943,
        "sessions": 13141,
        "costUsd": 2086.09
      },
      {
        "date": "2026-09-20",
        "tokens": 4900050029,
        "uniqueUsers": 1939,
        "sessions": 10915,
        "costUsd": 2028.76
      },
      {
        "date": "2026-09-21",
        "tokens": 7282795322,
        "uniqueUsers": 2681,
        "sessions": 12361,
        "costUsd": 3229.3
      },
      {
        "date": "2026-09-22",
        "tokens": 6337608479,
        "uniqueUsers": 2568,
        "sessions": 7215,
        "costUsd": 2798.2
      },
      {
        "date": "2026-09-23",
        "tokens": 5160768417,
        "uniqueUsers": 2153,
        "sessions": 7306,
        "costUsd": 2333.94
      },
      {
        "date": "2026-09-24",
        "tokens": 4819247696,
        "uniqueUsers": 1905,
        "sessions": 4997,
        "costUsd": 2024.61
      },
      {
        "date": "2026-09-25",
        "tokens": 3507278727,
        "uniqueUsers": 1648,
        "sessions": 4257,
        "costUsd": 1563.97
      },
      {
        "date": "2026-09-26",
        "tokens": 3658552769,
        "uniqueUsers": 1526,
        "sessions": 4330,
        "costUsd": 1591.64
      },
      {
        "date": "2026-09-27",
        "tokens": 2871946255,
        "uniqueUsers": 1656,
        "sessions": 4118,
        "costUsd": 1343.52
      },
      {
        "date": "2026-09-28",
        "tokens": 5225192076,
        "uniqueUsers": 2368,
        "sessions": 11727,
        "costUsd": 2446.04
      },
      {
        "date": "2026-09-29",
        "tokens": 5134815307,
        "uniqueUsers": 2365,
        "sessions": 10328,
        "costUsd": 2383.53
      },
      {
        "date": "2026-09-30",
        "tokens": 4147138974,
        "uniqueUsers": 2115,
        "sessions": 10171,
        "costUsd": 1893.08
      },
      {
        "date": "2026-10-01",
        "tokens": 3719734598,
        "uniqueUsers": 1842,
        "sessions": 9015,
        "costUsd": 1730.99
      },
      {
        "date": "2026-10-02",
        "tokens": 768386274,
        "uniqueUsers": 679,
        "sessions": 2729,
        "costUsd": 390.72
      }
    ],
    "countries": [
      {
        "rank": 1,
        "country": "US",
        "tokens": 53500000000,
        "sharePercent": 15.2
      },
      {
        "rank": 2,
        "country": "CN",
        "tokens": 32800000000,
        "sharePercent": 9.3
      },
      {
        "rank": 3,
        "country": "DE",
        "tokens": 19100000000,
        "sharePercent": 5.5
      },
      {
        "rank": 4,
        "country": "BR",
        "tokens": 14700000000,
        "sharePercent": 4.2
      },
      {
        "rank": 5,
        "country": "ES",
        "tokens": 14000000000,
        "sharePercent": 4
      },
      {
        "rank": 6,
        "country": "RU",
        "tokens": 11500000000,
        "sharePercent": 3.3
      },
      {
        "rank": 7,
        "country": "AU",
        "tokens": 10100000000,
        "sharePercent": 2.9
      },
      {
        "rank": 8,
        "country": "IN",
        "tokens": 10100000000,
        "sharePercent": 2.9
      },
      {
        "rank": 9,
        "country": "GB",
        "tokens": 10000000000,
        "sharePercent": 2.8
      },
      {
        "rank": 10,
        "country": "JP",
        "tokens": 8100000000,
        "sharePercent": 2.3
      },
      {
        "rank": 11,
        "country": "FR",
        "tokens": 8100000000,
        "sharePercent": 2.3
      },
      {
        "rank": 12,
        "country": "CA",
        "tokens": 7400000000,
        "sharePercent": 2.1
      },
      {
        "rank": 13,
        "country": "AR",
        "tokens": 7300000000,
        "sharePercent": 2.1
      },
      {
        "rank": 14,
        "country": "CO",
        "tokens": 7100000000,
        "sharePercent": 2
      },
      {
        "rank": 15,
        "country": "NL",
        "tokens": 6800000000,
        "sharePercent": 2
      },
      {
        "rank": 16,
        "country": "TR",
        "tokens": 6800000000,
        "sharePercent": 1.9
      },
      {
        "rank": 17,
        "country": "IT",
        "tokens": 6800000000,
        "sharePercent": 1.9
      },
      {
        "rank": 18,
        "country": "SG",
        "tokens": 6600000000,
        "sharePercent": 1.9
      },
      {
        "rank": 19,
        "country": "MX",
        "tokens": 6500000000,
        "sharePercent": 1.9
      },
      {
        "rank": 20,
        "country": "ID",
        "tokens": 6300000000,
        "sharePercent": 1.8
      },
      {
        "rank": 21,
        "country": "HK",
        "tokens": 5600000000,
        "sharePercent": 1.6
      },
      {
        "rank": 22,
        "country": "PL",
        "tokens": 5200000000,
        "sharePercent": 1.5
      },
      {
        "rank": 23,
        "country": "CL",
        "tokens": 4400000000,
        "sharePercent": 1.3
      },
      {
        "rank": 24,
        "country": "VN",
        "tokens": 4200000000,
        "sharePercent": 1.2
      },
      {
        "rank": 25,
        "country": "PE",
        "tokens": 3200000000,
        "sharePercent": 0.9
      },
      {
        "rank": 26,
        "country": "CH",
        "tokens": 3200000000,
        "sharePercent": 0.9
      },
      {
        "rank": 27,
        "country": "SE",
        "tokens": 3000000000,
        "sharePercent": 0.9
      },
      {
        "rank": 28,
        "country": "KR",
        "tokens": 2900000000,
        "sharePercent": 0.8
      },
      {
        "rank": 29,
        "country": "PT",
        "tokens": 2900000000,
        "sharePercent": 0.8
      },
      {
        "rank": 30,
        "country": "FI",
        "tokens": 2800000000,
        "sharePercent": 0.8
      },
      {
        "rank": 31,
        "country": "ZA",
        "tokens": 2700000000,
        "sharePercent": 0.8
      },
      {
        "rank": 32,
        "country": "TW",
        "tokens": 2300000000,
        "sharePercent": 0.6
      },
      {
        "rank": 33,
        "country": "EG",
        "tokens": 2000000000,
        "sharePercent": 0.6
      },
      {
        "rank": 34,
        "country": "VE",
        "tokens": 1800000000,
        "sharePercent": 0.5
      },
      {
        "rank": 35,
        "country": "MY",
        "tokens": 1800000000,
        "sharePercent": 0.5
      },
      {
        "rank": 36,
        "country": "CZ",
        "tokens": 1700000000,
        "sharePercent": 0.5
      },
      {
        "rank": 37,
        "country": "UA",
        "tokens": 1600000000,
        "sharePercent": 0.5
      },
      {
        "rank": 38,
        "country": "AT",
        "tokens": 1600000000,
        "sharePercent": 0.5
      },
      {
        "rank": 39,
        "country": "TH",
        "tokens": 1600000000,
        "sharePercent": 0.5
      },
      {
        "rank": 40,
        "country": "DK",
        "tokens": 1500000000,
        "sharePercent": 0.4
      },
      {
        "rank": 41,
        "country": "PH",
        "tokens": 1400000000,
        "sharePercent": 0.4
      },
      {
        "rank": 42,
        "country": "BY",
        "tokens": 1300000000,
        "sharePercent": 0.4
      },
      {
        "rank": 43,
        "country": "SA",
        "tokens": 1300000000,
        "sharePercent": 0.4
      },
      {
        "rank": 44,
        "country": "GR",
        "tokens": 1300000000,
        "sharePercent": 0.4
      },
      {
        "rank": 45,
        "country": "BE",
        "tokens": 1200000000,
        "sharePercent": 0.3
      },
      {
        "rank": 46,
        "country": "AE",
        "tokens": 1200000000,
        "sharePercent": 0.3
      },
      {
        "rank": 47,
        "country": "BD",
        "tokens": 1200000000,
        "sharePercent": 0.3
      },
      {
        "rank": 48,
        "country": "NO",
        "tokens": 1200000000,
        "sharePercent": 0.3
      },
      {
        "rank": 49,
        "country": "HU",
        "tokens": 1100000000,
        "sharePercent": 0.3
      },
      {
        "rank": 50,
        "country": "PK",
        "tokens": 1100000000,
        "sharePercent": 0.3
      },
      {
        "rank": 51,
        "country": "NG",
        "tokens": 1000000000,
        "sharePercent": 0.3
      },
      {
        "rank": 52,
        "country": "AZ",
        "tokens": 1000000000,
        "sharePercent": 0.3
      },
      {
        "rank": 53,
        "country": "EC",
        "tokens": 900000000,
        "sharePercent": 0.3
      },
      {
        "rank": 54,
        "country": "NZ",
        "tokens": 900000000,
        "sharePercent": 0.3
      },
      {
        "rank": 55,
        "country": "RO",
        "tokens": 900000000,
        "sharePercent": 0.3
      },
      {
        "rank": 56,
        "country": "IL",
        "tokens": 800000000,
        "sharePercent": 0.2
      },
      {
        "rank": 57,
        "country": "KE",
        "tokens": 800000000,
        "sharePercent": 0.2
      },
      {
        "rank": 58,
        "country": "MA",
        "tokens": 800000000,
        "sharePercent": 0.2
      },
      {
        "rank": 59,
        "country": "IE",
        "tokens": 800000000,
        "sharePercent": 0.2
      },
      {
        "rank": 60,
        "country": "KZ",
        "tokens": 700000000,
        "sharePercent": 0.2
      },
      {
        "rank": 61,
        "country": "UY",
        "tokens": 700000000,
        "sharePercent": 0.2
      },
      {
        "rank": 62,
        "country": "CR",
        "tokens": 700000000,
        "sharePercent": 0.2
      },
      {
        "rank": 63,
        "country": "BG",
        "tokens": 700000000,
        "sharePercent": 0.2
      },
      {
        "rank": 64,
        "country": "BO",
        "tokens": 700000000,
        "sharePercent": 0.2
      },
      {
        "rank": 65,
        "country": "LV",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 66,
        "country": "GI",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 67,
        "country": "SK",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 68,
        "country": "PA",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 69,
        "country": "LU",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 70,
        "country": "RS",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 71,
        "country": "DO",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 72,
        "country": "TN",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 73,
        "country": "EE",
        "tokens": 600000000,
        "sharePercent": 0.2
      },
      {
        "rank": 74,
        "country": "PY",
        "tokens": 500000000,
        "sharePercent": 0.2
      },
      {
        "rank": 75,
        "country": "DZ",
        "tokens": 500000000,
        "sharePercent": 0.2
      },
      {
        "rank": 76,
        "country": "SV",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 77,
        "country": "LT",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 78,
        "country": "HR",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 79,
        "country": "NI",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 80,
        "country": "QA",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 81,
        "country": "CM",
        "tokens": 400000000,
        "sharePercent": 0.1
      },
      {
        "rank": 82,
        "country": "CY",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 83,
        "country": "GT",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 84,
        "country": "BH",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 85,
        "country": "JO",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 86,
        "country": "KG",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 87,
        "country": "GE",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 88,
        "country": "GH",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 89,
        "country": "YE",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 90,
        "country": "MG",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 91,
        "country": "IQ",
        "tokens": 300000000,
        "sharePercent": 0.1
      },
      {
        "rank": 92,
        "country": "CI",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 93,
        "country": "UG",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 94,
        "country": "BW",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 95,
        "country": "NP",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 96,
        "country": "HN",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 97,
        "country": "ET",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 98,
        "country": "UZ",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 99,
        "country": "KH",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 100,
        "country": "MD",
        "tokens": 200000000,
        "sharePercent": 0.1
      },
      {
        "rank": 101,
        "country": "LK",
        "tokens": 200000000,
        "sharePercent": 0
      },
      {
        "rank": 102,
        "country": "PS",
        "tokens": 200000000,
        "sharePercent": 0
      },
      {
        "rank": 103,
        "country": "SI",
        "tokens": 200000000,
        "sharePercent": 0
      },
      {
        "rank": 104,
        "country": "PR",
        "tokens": 200000000,
        "sharePercent": 0
      },
      {
        "rank": 105,
        "country": "RE",
        "tokens": 200000000,
        "sharePercent": 0
      },
      {
        "rank": 106,
        "country": "KW",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 107,
        "country": "OM",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 108,
        "country": "IS",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 109,
        "country": "LB",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 110,
        "country": "BA",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 111,
        "country": "MO",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 112,
        "country": "TZ",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 113,
        "country": "BJ",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 114,
        "country": "AM",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 115,
        "country": "MM",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 116,
        "country": "SN",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 117,
        "country": "GA",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 118,
        "country": "BN",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 119,
        "country": "SY",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 120,
        "country": "LA",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 121,
        "country": "IR",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 122,
        "country": "AL",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 123,
        "country": "CW",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 124,
        "country": "RW",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 125,
        "country": "CU",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 126,
        "country": "ME",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 127,
        "country": "JM",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 128,
        "country": "MK",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 129,
        "country": "AO",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 130,
        "country": "MR",
        "tokens": 100000000,
        "sharePercent": 0
      },
      {
        "rank": 131,
        "country": "ZW",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 132,
        "country": "MQ",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 133,
        "country": "NA",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 134,
        "country": "LY",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 135,
        "country": "MN",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 136,
        "country": "PG",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 137,
        "country": "MT",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 138,
        "country": "AF",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 139,
        "country": "CD",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 140,
        "country": "TJ",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 141,
        "country": "ML",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 142,
        "country": "MV",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 143,
        "country": "MW",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 144,
        "country": "AD",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 145,
        "country": "MU",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 146,
        "country": "ZM",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 147,
        "country": "FJ",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 148,
        "country": "BB",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 149,
        "country": "TG",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 150,
        "country": "FO",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 151,
        "country": "TT",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 152,
        "country": "AW",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 153,
        "country": "LI",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 154,
        "country": "BF",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 155,
        "country": "SO",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 156,
        "country": "TM",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 157,
        "country": "SC",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 158,
        "country": "BT",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 159,
        "country": "T1",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 160,
        "country": "BZ",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 161,
        "country": "SL",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 162,
        "country": "SX",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 163,
        "country": "CG",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 164,
        "country": "GN",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 165,
        "country": "LR",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 166,
        "country": "LC",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 167,
        "country": "VI",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 168,
        "country": "XK",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 169,
        "country": "SM",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 170,
        "country": "GY",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 171,
        "country": "SD",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 172,
        "country": "NC",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 173,
        "country": "IM",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 174,
        "country": "LS",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 175,
        "country": "MZ",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 176,
        "country": "GF",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 177,
        "country": "SB",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 178,
        "country": "JE",
        "tokens": 0,
        "sharePercent": 0
      },
      {
        "rank": 179,
        "country": "GU",
        "tokens": 0,
        "sharePercent": 0
      }
    ],
    "peers": [
      {
        "rank": 25,
        "model": "glm-5.2",
        "lab": "zhipu",
        "page": "https://opencode.ai/data/zhipuai/glm-5-2",
        "tokens": 61412833468
      },
      {
        "rank": 26,
        "model": "kimi-k3",
        "lab": "moonshot",
        "page": "https://opencode.ai/data/moonshotai/kimi-k3",
        "tokens": 44932444120
      },
      {
        "rank": 27,
        "model": "mimo-v2.5-pro",
        "lab": "xiaomi",
        "page": "https://opencode.ai/data/xiaomi/mimo-v2-5-pro",
        "tokens": 41952570061
      },
      {
        "rank": 28,
        "model": "longcat-2.0",
        "lab": "meituan",
        "page": "https://opencode.ai/data/meituan/longcat-2-0",
        "tokens": 26156496814
      },
      {
        "rank": 29,
        "model": "qwen3.8-max",
        "lab": "qwen",
        "page": "https://opencode.ai/data/alibaba/qwen3-8-max",
        "tokens": 25525766253
      },
      {
        "rank": 30,
        "model": "hy3",
        "lab": "tencent",
        "page": "https://opencode.ai/data/tencent/hy3",
        "tokens": 17301209859
      },
      {
        "rank": 31,
        "model": "minimax-m2.7",
        "lab": "minimax",
        "page": "https://opencode.ai/data/minimax/minimax-m2-7",
        "tokens": 14685107617
      },
      {
        "rank": 32,
        "model": "hy4-preview",
        "lab": "tencent",
        "page": "https://opencode.ai/data/tencent/hy4-preview",
        "tokens": 12649878881
      },
      {
        "rank": 33,
        "model": "omen-alpha",
        "lab": "unknown",
        "page": "https://opencode.ai/data/unknown/omen-alpha",
        "tokens": 12399764801
      },
      {
        "rank": 34,
        "model": "grok-4.7",
        "lab": "xai",
        "page": "https://opencode.ai/data/xai/grok-4-7",
        "tokens": 9627009996
      }
    ]
  }
}
