{
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    "read_at": "2026-11-06"
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    "device_level_devices": 7873,
    "platforms": 44,
    "skipped": {
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      "aggregate_unattributed": 0
    }
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    "model_level": [
      "Azure",
      "Lambda",
      "RunPod",
      "Nebius",
      "Crusoe",
      "Hyperstack",
      "Thunder Compute"
    ],
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      "AWS",
      "Google Cloud",
      "CoreWeave",
      "Together AI",
      "Daytona",
      "Enverge",
      "Lium",
      "FluidCore",
      "Atlantic.Net"
    ],
    "gaps": {
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        "AWS",
        "Google Cloud",
        "CoreWeave"
      ],
      "not_applicable": [
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        "Daytona"
      ],
      "not_collected": [
        "Enverge",
        "Lium",
        "FluidCore",
        "Atlantic.Net"
      ]
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    "counts": {
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      "model": 7,
      "none": 9
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    "extra_platforms": 37,
    "extra_device_platforms": 2,
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    },
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    },
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        "www.runpod.io"
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      "models": 9,
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        "shadeform.com"
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      "gap": null,
      "why": "经 Shadeform 供给目录"
    },
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      "id": "together",
      "name": "Together AI",
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      "device_observations": 0,
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      "why": "按 token 计价的推理 API，不按台出租，无「设备」概念"
    },
    {
      "id": "crusoe",
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      "models": 9,
      "sources": [
        "rentgpu.link",
        "shadeform.com"
      ],
      "gap": null,
      "why": "经 Shadeform 供给目录"
    },
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      "name": "Hyperstack",
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      "why": "经 Shadeform 供给目录"
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      "devices": 0,
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      "models": 4,
      "sources": [
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      "why": "经 rentgpu.link 行情（量小）"
    },
    {
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      "name": "Daytona",
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      "device_observations": 0,
      "devices": 0,
      "model_ids": 0,
      "models": 0,
      "sources": [],
      "gap": "not_applicable",
      "why": "产品形态是开发环境/沙箱，不是按台 GPU 租赁"
    },
    {
      "id": "enverge",
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      "why": "Bittensor 子网形态，接口不稳定，尚未接入"
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      "why": "公开信息可采，尚未接入"
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      "key": "massedcompute",
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    {
      "key": "gcore",
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      "key": "salad",
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    {
      "key": "ppio",
      "level": "model",
      "observations": 3,
      "device_observations": 0,
      "devices": 0,
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    },
    {
      "key": "aistation",
      "level": "model",
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      "device_observations": 0,
      "devices": 0,
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    {
      "key": "linode",
      "level": "model",
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      "device_observations": 0,
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      "models": 2
    },
    {
      "key": "horizon",
      "level": "model",
      "observations": 2,
      "device_observations": 0,
      "devices": 0,
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      "models": 2
    },
    {
      "key": "phyntec",
      "level": "model",
      "observations": 2,
      "device_observations": 0,
      "devices": 0,
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      "models": 2
    },
    {
      "key": "lanyun",
      "level": "model",
      "observations": 1,
      "device_observations": 0,
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    },
    {
      "key": "featurize",
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      "devices": 0,
      "model_ids": 1,
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  ],
  "sample": {
    "cvin": "cvin:nv.rtx5070.pcie.12g:2y0otc4txzm13pi9",
    "observations": 63
  },
  "levels": {
    "device": "设备级：有逐台记录（挂牌 / 遥测 / 抵押），可解析、可监控、可做核保起点。当前真实采集的均为 L0 挂牌指纹。",
    "model": "型号级：只有「某家云某型号的挂牌价」，没有具体设备身份。能比价，不能当核保证据。",
    "none": "未覆盖：账本里没有任何该平台的记录（原因见 gap / not_exposed / not_applicable / not_collected）。",
    "caveat": "L0 = 挂牌指纹（按挂牌信息生成的身份）：能证明「这台以这个价格在某时出现过」，不能证明序列号，也不能用于抵押登记——那是 L1/L2 的事。"
  },
  "_note": "GPUAdvisor 跟踪的 16 家逐家对照：device = 有逐台记录；model = 只有型号级报价；none = 未覆盖（gap 说明原因：not_exposed 平台不对外暴露 / not_applicable 产品形态不同 / not_collected 尚未接入）。数字随账本实时变化。"
}