{
 "as_of": "2026-11-05",
 "prices_checked_at": "2026-11-02",
 "source_url": "https://www.tandiu.cn/compute",
 "rental_history_csv": "https://www.tandiu.cn/data/gpu_rental_history.csv",
 "note": "出厂价指品牌/渠道公开发布价、首发价或经销商报价；市场价指近期公开报道的实际现货/成交价格；二者常因出口管制、供给紧张出现巨大差异。refresh_gpu_prices.py 每周自动联网检索公开报道, 报价数字须在来源原文中出现才采纳; 均为区间估算, 不构成报价承诺, 请以实际询价为准。",
 "spec_note": "fp16_tflops 为稠密 FP16/BF16 算力：数据中心卡取官方数据表；RTX 系列按官方 AI TOPS 换算(Blackwell FP4 稀疏÷8、Ada FP8 稀疏÷4)；用于吞吐估算，不是实测。",
 "gpus": [
  {
   "id": "b300",
   "name": "B300 288GB",
   "category": "顶级Blackwell卡（对华无官方渠道）",
   "vram_gb": 288,
   "bandwidth_gb_s": 8000,
   "fp16_dense_tflops": 2250,
   "tdp_w": 1100,
   "interconnect": "nvlink",
   "china_available": false,
   "price_unit": "8-GPU HGX node",
   "list_price": {
    "per_card_cny": [
     249889,
     416481
    ],
    "per_8gpu_node_cny": [
     1999112,
     3331848
    ],
    "as_of": "2026-10-22",
    "source": "https://akash.network/the-bid/b300-rental-price-2026-cost-per-hour/",
    "note": "自动检索 2026-10-22 公开报道(原文 $53,000–53,000): 「a single B300 costs roughly $53,000 to purchase」"
   },
   "market_price": {
    "per_card_cny": [
     875000,
     875000
    ],
    "per_8gpu_node_cny": [
     7000000,
     7000000
    ],
    "as_of": "2026-09-17",
    "source": "https://idc-index.com/columns/b300-china-supply-chain",
    "note": "自动检索 2026-09-17 公开报道: 「整机报价: 中国市场B300 服务器价格约为人民币700 万元一台。」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     52.5,
     52.5
    ],
    "usd_per_gpu_hour": [
     7.885,
     7.885
    ],
    "samples": 1,
    "as_of": "2026-11-04",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.329,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 9.89,
       "cny": 66.2,
       "samples": 2
      },
      {
       "date": "2026-10-19",
       "usd": 9.925,
       "cny": 66.4,
       "samples": 2
      },
      {
       "date": "2026-10-20",
       "usd": 9.633,
       "cny": 64.4,
       "samples": 4
      },
      {
       "date": "2026-10-21",
       "usd": 9.434,
       "cny": 63.1,
       "samples": 3
      },
      {
       "date": "2026-10-22",
       "usd": 8.381,
       "cny": 56.0,
       "samples": 3
      },
      {
       "date": "2026-10-23",
       "usd": 8.979,
       "cny": 60.0,
       "samples": 3
      },
      {
       "date": "2026-10-24",
       "usd": 12.47,
       "cny": 83.3,
       "samples": 2
      },
      {
       "date": "2026-10-25",
       "usd": 12.47,
       "cny": 83.3,
       "samples": 2
      },
      {
       "date": "2026-10-26",
       "usd": 9.94,
       "cny": 66.4,
       "samples": 3
      },
      {
       "date": "2026-10-27",
       "usd": 10.692,
       "cny": 71.4,
       "samples": 2
      },
      {
       "date": "2026-10-28",
       "usd": 11.39,
       "cny": 76.0,
       "samples": 2
      },
      {
       "date": "2026-10-29",
       "usd": 11.751,
       "cny": 78.4,
       "samples": 2
      },
      {
       "date": "2026-10-30",
       "usd": 8.501,
       "cny": 56.7,
       "samples": 1
      },
      {
       "date": "2026-10-31",
       "usd": 8.979,
       "cny": 59.9,
       "samples": 3
      },
      {
       "date": "2026-11-01",
       "usd": 9.22,
       "cny": 61.4,
       "samples": 2
      },
      {
       "date": "2026-11-02",
       "usd": 8.501,
       "cny": 56.6,
       "samples": 1
      },
      {
       "date": "2026-11-03",
       "usd": 8.501,
       "cny": 56.6,
       "samples": 1
      },
      {
       "date": "2026-11-04",
       "usd": 7.885,
       "cny": 52.5,
       "samples": 1
      },
      {
       "date": "2026-11-05",
       "usd": 7.885,
       "cny": 52.5,
       "samples": 1
      }
     ],
     "min_usd": 7.885,
     "max_usd": 12.47,
     "change_since_start": -0.2027,
     "few_samples": true,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "gb200",
   "name": "GB200 192GB（单卡等效）",
   "category": "顶级Blackwell卡（对华无官方渠道）",
   "vram_gb": 192,
   "bandwidth_gb_s": 8000,
   "fp16_dense_tflops": 2500,
   "tdp_w": 1200,
   "interconnect": "nvlink",
   "china_available": false,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     200160,
     300240
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://www.spheron.network/blog/gb300-nvl72-vs-gb200-nvl72-pricing-availability-2026/",
    "note": "按GB200 NVL72整机柜报价 $2,000,000–3,000,000 ÷ 72颗GPU折算的单卡等效价，非独立单卡销售"
   },
   "market_price": {
    "per_card_cny": [
     600000,
     1200000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-06",
    "source": "https://zhuanlan.zhihu.com/p/2041454393057337508",
    "note": "无单卡报价（整机柜交付），按B200/B300市场价相对出厂价的倍数推算，仅供数量级参考"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "b200",
   "name": "B200 180GB",
   "category": "顶级Blackwell卡（对华无官方渠道）",
   "vram_gb": 180,
   "bandwidth_gb_s": 8000,
   "fp16_dense_tflops": 2250,
   "tdp_w": 1000,
   "interconnect": "nvlink",
   "china_available": false,
   "price_unit": "8-GPU HGX node",
   "list_price": {
    "per_card_cny": [
     249889,
     416481
    ],
    "per_8gpu_node_cny": [
     1999112,
     3331848
    ],
    "as_of": "2026-10-28",
    "source": "https://www.runpod.io/articles/guides/nvidia-b200",
    "note": "自动检索 2026-10-28 公开报道(原文 $300,000–500,000): 「整机报价: The DGX B200 is Nvidia's branded complete server system containing eight B200 GPUs, NVSwitch fabric, dual Xeon CPUs, 4 T」"
   },
   "market_price": {
    "per_card_cny": [
     375000,
     437500
    ],
    "per_8gpu_node_cny": [
     3000000,
     3500000
    ],
    "as_of": "2026-06",
    "source": "https://sputniknews.cn/20260624/1072026519.html",
    "note": "按公开报道8卡整机价（¥300万–350万）折算单卡"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     49.7,
     83.5
    ],
    "usd_per_gpu_hour": [
     7.448,
     12.51
    ],
    "samples": 4,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": 0.0,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 7.052,
       "cny": 47.2,
       "samples": 3
      },
      {
       "date": "2026-10-19",
       "usd": 6.252,
       "cny": 41.9,
       "samples": 2
      },
      {
       "date": "2026-10-20",
       "usd": 7.431,
       "cny": 49.7,
       "samples": 4
      },
      {
       "date": "2026-10-21",
       "usd": 7.431,
       "cny": 49.7,
       "samples": 4
      },
      {
       "date": "2026-10-22",
       "usd": 6.252,
       "cny": 41.8,
       "samples": 1
      },
      {
       "date": "2026-10-23",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 3
      },
      {
       "date": "2026-10-24",
       "usd": 6.877,
       "cny": 45.9,
       "samples": 2
      },
      {
       "date": "2026-10-25",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 2
      },
      {
       "date": "2026-10-26",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 5
      },
      {
       "date": "2026-10-27",
       "usd": 15.01,
       "cny": 100.2,
       "samples": 3
      },
      {
       "date": "2026-10-28",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 3
      },
      {
       "date": "2026-10-29",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 3
      },
      {
       "date": "2026-10-30",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 6
      },
      {
       "date": "2026-10-31",
       "usd": 9.069,
       "cny": 60.5,
       "samples": 2
      },
      {
       "date": "2026-11-01",
       "usd": 7.502,
       "cny": 50.0,
       "samples": 1
      },
      {
       "date": "2026-11-02",
       "usd": 6.252,
       "cny": 41.7,
       "samples": 1
      },
      {
       "date": "2026-11-03",
       "usd": 7.502,
       "cny": 50.0,
       "samples": 1
      },
      {
       "date": "2026-11-04",
       "usd": 7.502,
       "cny": 49.9,
       "samples": 1
      },
      {
       "date": "2026-11-05",
       "usd": 7.502,
       "cny": 50.1,
       "samples": 4
      }
     ],
     "min_usd": 6.252,
     "max_usd": 15.01,
     "change_since_start": 0.0638,
     "few_samples": true,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "h200",
   "name": "H200 141GB",
   "category": "顶级出口管制卡（对华渠道多变）",
   "vram_gb": 141,
   "bandwidth_gb_s": 4800,
   "fp16_dense_tflops": 989,
   "tdp_w": 700,
   "interconnect": "nvlink",
   "china_available": "政策反复调整，需以最新出口管制清单为准",
   "price_unit": "8-GPU HGX node",
   "list_price": {
    "per_card_cny": [
     233828,
     417550
    ],
    "per_8gpu_node_cny": [
     1870624,
     3340400
    ],
    "as_of": "2026-10-22",
    "source": "https://www.runpod.io/articles/guides/nvidia-h200-gpu",
    "note": "自动检索 2026-10-22 公开报道(原文 $35,000–45,000): 「H200 NVL cards sell for approximately $35,000-$45,000 through authorized resellers.」"
   },
   "market_price": {
    "per_card_cny": [
     187500,
     195000
    ],
    "per_8gpu_node_cny": [
     1500000,
     1560000
    ],
    "as_of": "2026-01",
    "source": "https://www.eet-china.com/mp/a464048.html",
    "note": "2026年初对华合规配额价约$27,000/颗（8卡模组约¥150万）"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     20.0,
     30.8
    ],
    "usd_per_gpu_hour": [
     2.991,
     4.607
    ],
    "samples": 3,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": 0.223,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 6.58,
       "cny": 44.1,
       "samples": 1
      },
      {
       "date": "2026-10-19",
       "usd": 3.686,
       "cny": 24.7,
       "samples": 2
      },
      {
       "date": "2026-10-20",
       "usd": 4.831,
       "cny": 32.3,
       "samples": 2
      },
      {
       "date": "2026-10-21",
       "usd": 4.831,
       "cny": 32.3,
       "samples": 2
      },
      {
       "date": "2026-10-22",
       "usd": 4.488,
       "cny": 30.0,
       "samples": 2
      },
      {
       "date": "2026-10-23",
       "usd": 4.607,
       "cny": 30.8,
       "samples": 1
      },
      {
       "date": "2026-10-24",
       "usd": 4.24,
       "cny": 28.3,
       "samples": 2
      },
      {
       "date": "2026-10-25",
       "usd": 4.24,
       "cny": 28.3,
       "samples": 2
      },
      {
       "date": "2026-10-26",
       "usd": 4.24,
       "cny": 28.3,
       "samples": 2
      },
      {
       "date": "2026-10-27",
       "usd": 4.37,
       "cny": 29.2,
       "samples": 1
      },
      {
       "date": "2026-10-28",
       "usd": 5.054,
       "cny": 33.7,
       "samples": 1
      },
      {
       "date": "2026-10-29",
       "usd": 3.767,
       "cny": 25.1,
       "samples": 1
      },
      {
       "date": "2026-10-30",
       "usd": 4.816,
       "cny": 32.1,
       "samples": 2
      },
      {
       "date": "2026-10-31",
       "usd": 4.816,
       "cny": 32.1,
       "samples": 2
      },
      {
       "date": "2026-11-01",
       "usd": 5.054,
       "cny": 33.7,
       "samples": 1
      },
      {
       "date": "2026-11-02",
       "usd": 3.291,
       "cny": 21.9,
       "samples": 3
      },
      {
       "date": "2026-11-03",
       "usd": 3.621,
       "cny": 24.1,
       "samples": 4
      },
      {
       "date": "2026-11-04",
       "usd": 4.608,
       "cny": 30.7,
       "samples": 3
      },
      {
       "date": "2026-11-05",
       "usd": 4.607,
       "cny": 30.8,
       "samples": 3
      }
     ],
     "min_usd": 3.291,
     "max_usd": 6.58,
     "change_since_start": -0.2998,
     "few_samples": true,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "h100_sxm",
   "name": "H100 SXM5 80GB",
   "category": "顶级出口管制卡（对华无官方渠道）",
   "vram_gb": 80,
   "bandwidth_gb_s": 3350,
   "fp16_dense_tflops": 989,
   "tdp_w": 700,
   "interconnect": "nvlink",
   "china_available": false,
   "price_unit": "8-GPU HGX node",
   "list_price": {
    "per_card_cny": [
     200424,
     694803
    ],
    "per_8gpu_node_cny": [
     1603392,
     5558424
    ],
    "as_of": "2026-10-22",
    "source": "https://www.runpod.io/articles/guides/nvidia-h100",
    "note": "自动检索 2026-10-22 公开报道(原文 $250,000–400,000): 「整机报价: Complete DGX H100 systems (8x SXM H100) are priced at approximately $250,000-$400,000 to buy outright.」"
   },
   "market_price": {
    "per_card_cny": [
     268000,
     268000
    ],
    "per_8gpu_node_cny": [
     2144000,
     2144000
    ],
    "as_of": "2026-10-26",
    "source": "https://www.uaige.com/product/nvidia-h100-sxm5/",
    "note": "自动检索 2026-10-26 公开报道: 「页面现价: ¥268,000.00 当前价格为：¥268,000.00。 Hopper · 80GB HBM3 · 3.35TB/s · NVLink 900GB/s · 700W. 库存6 件.」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     12.9,
     27.5
    ],
    "usd_per_gpu_hour": [
     1.934,
     4.113
    ],
    "samples": 8,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.1836,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 2.374,
       "cny": 15.9,
       "samples": 10
      },
      {
       "date": "2026-10-19",
       "usd": 2.401,
       "cny": 16.1,
       "samples": 8
      },
      {
       "date": "2026-10-20",
       "usd": 2.206,
       "cny": 14.8,
       "samples": 6
      },
      {
       "date": "2026-10-21",
       "usd": 2.401,
       "cny": 16.1,
       "samples": 3
      },
      {
       "date": "2026-10-22",
       "usd": 3.647,
       "cny": 24.4,
       "samples": 6
      },
      {
       "date": "2026-10-23",
       "usd": 3.977,
       "cny": 26.6,
       "samples": 4
      },
      {
       "date": "2026-10-24",
       "usd": 2.462,
       "cny": 16.4,
       "samples": 6
      },
      {
       "date": "2026-10-25",
       "usd": 2.995,
       "cny": 20.0,
       "samples": 6
      },
      {
       "date": "2026-10-26",
       "usd": 2.401,
       "cny": 16.0,
       "samples": 7
      },
      {
       "date": "2026-10-27",
       "usd": 3.155,
       "cny": 21.1,
       "samples": 4
      },
      {
       "date": "2026-10-28",
       "usd": 2.854,
       "cny": 19.1,
       "samples": 8
      },
      {
       "date": "2026-10-29",
       "usd": 2.941,
       "cny": 19.6,
       "samples": 7
      },
      {
       "date": "2026-10-30",
       "usd": 3.094,
       "cny": 20.6,
       "samples": 6
      },
      {
       "date": "2026-10-31",
       "usd": 2.667,
       "cny": 17.8,
       "samples": 8
      },
      {
       "date": "2026-11-01",
       "usd": 2.401,
       "cny": 16.0,
       "samples": 9
      },
      {
       "date": "2026-11-02",
       "usd": 2.401,
       "cny": 16.0,
       "samples": 5
      },
      {
       "date": "2026-11-03",
       "usd": 2.335,
       "cny": 15.5,
       "samples": 4
      },
      {
       "date": "2026-11-04",
       "usd": 2.401,
       "cny": 16.0,
       "samples": 5
      },
      {
       "date": "2026-11-05",
       "usd": 2.401,
       "cny": 16.0,
       "samples": 8
      }
     ],
     "min_usd": 2.206,
     "max_usd": 3.977,
     "change_since_start": 0.0114,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "h800_sxm",
   "name": "H800 SXM 80GB",
   "category": "顶级出口管制卡（已停供）",
   "vram_gb": 80,
   "bandwidth_gb_s": 3350,
   "fp16_dense_tflops": 989,
   "tdp_w": 700,
   "interconnect": "nvlink",
   "china_available": false,
   "price_unit": "8-GPU HGX node",
   "list_price": {
    "per_card_cny": [
     245000,
     260000
    ],
    "per_8gpu_node_cny": [
     1960000,
     2080000
    ],
    "as_of": "2026-09-16",
    "source": "https://videocardz.com/newz/nvidia-a800-hpc-accelerator-for-china-reportedly-costs-14-5k",
    "note": "2023–2024年合规供应中国期间报道价约 $35,000"
   },
   "market_price": {
    "per_card_cny": [
     337500,
     350000
    ],
    "per_8gpu_node_cny": [
     2700000,
     2800000
    ],
    "as_of": "2024-04",
    "source": "https://news.qq.com/rain/a/20240430A04AJE00",
    "note": "无单独报价，参照同代H100市场价"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "h20",
   "name": "H20 96GB",
   "category": "出口合规特供卡（算力大幅阉割）",
   "vram_gb": 96,
   "bandwidth_gb_s": 4000,
   "fp16_dense_tflops": 148,
   "tdp_w": 400,
   "interconnect": "nvlink",
   "china_available": true,
   "price_unit": "per card",
   "list_price": null,
   "market_price": {
    "per_card_cny": [
     80000,
     110000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://www.idcsp.com/help/2570.html",
    "note": "第三方行业分析引用的国内市场价"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "a800_pcie",
   "name": "A800 PCIe 80GB",
   "category": "合规特供卡（出口合规状态多次调整）",
   "vram_gb": 80,
   "bandwidth_gb_s": 1935,
   "fp16_dense_tflops": 312,
   "tdp_w": 300,
   "interconnect": "pcie",
   "china_available": "多变/需核实",
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     100000,
     104000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-11-02",
    "source": "https://videocardz.com/newz/nvidia-a800-hpc-accelerator-for-china-reportedly-costs-14-5k",
    "note": "首发报道价约 $14,500"
   },
   "market_price": {
    "per_card_cny": [
     108000,
     120000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-11-02",
    "source": "http://www.jhaxshop.cn/index.php?s=/index/goods/index/id/363",
    "note": "自动检索 2026-11-02 公开报道: 「页面现价: 销售价: ￥ 108000.00.」"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "ascend910c",
   "name": "昇腾910C 128GB",
   "category": "华为双芯片数据中心卡（国产）",
   "vram_gb": 128,
   "bandwidth_gb_s": 3200,
   "fp16_dense_tflops": 752,
   "tdp_w": 600,
   "interconnect": "hccs",
   "china_available": true,
   "price_unit": "per card",
   "list_price": null,
   "market_price": {
    "per_card_cny": [
     80000,
     200000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-08-27",
    "source": "https://chips.techbuzzchina.com/chips/ascend-910c",
    "note": "自动检索 2026-08-27 公开报道: 「Reported pricing fell sharply from ~$28,000 amid scarcity to roughly 80,000-200,000+ CNY per card in Chinese channels.」"
   },
   "cloud_rental": null,
   "spec_note": "规格非官方完整披露：128GB HBM、3.2TB/s、FP16 稠密约 752 TFLOPS（The Register 2025-07 报道）"
  },
  {
   "id": "ascend910b",
   "name": "昇腾910B 64GB",
   "category": "国产替代（不受美国出口管制）",
   "vram_gb": 64,
   "bandwidth_gb_s": 400,
   "fp16_dense_tflops": 320,
   "tdp_w": 400,
   "interconnect": "hccs",
   "china_available": true,
   "price_unit": "per card",
   "list_price": null,
   "market_price": {
    "per_card_cny": [
     110000,
     120000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://zhuanlan.zhihu.com/p/15297426617",
    "note": "第三方行业分析估算的成交价，非官方数字"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "rtx_pro_6000",
   "name": "RTX PRO 6000 Blackwell 96GB",
   "category": "专业工作站/服务器卡（对华版为 6000D 84GB）",
   "vram_gb": 96,
   "bandwidth_gb_s": 1792,
   "fp16_dense_tflops": 500,
   "tdp_w": 600,
   "interconnect": "pcie",
   "china_available": false,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     107122,
     107122
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-13",
    "source": "https://www.techritual.com/2026/10/13/591596/",
    "note": "自动检索 2026-10-13 公开报道(原文 $16,000–16,000): 「官方标价为16000 美元（约RMB¥100,000 (约HK$109,000)）。」"
   },
   "market_price": {
    "per_card_cny": [
     117560,
     117560
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-30",
    "source": "https://original.ifeng.com/c/8xdbmwld0aM",
    "note": "自动检索 2026-10-30 公开报道: 「零售价约16499.99美元（约11.7万元）」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     8.0,
     15.2
    ],
    "usd_per_gpu_hour": [
     1.203,
     2.269
    ],
    "samples": 26,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.0624,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 1.48,
       "cny": 9.9,
       "samples": 30
      },
      {
       "date": "2026-10-19",
       "usd": 1.404,
       "cny": 9.4,
       "samples": 26
      },
      {
       "date": "2026-10-20",
       "usd": 1.476,
       "cny": 9.9,
       "samples": 27
      },
      {
       "date": "2026-10-21",
       "usd": 1.456,
       "cny": 9.7,
       "samples": 28
      },
      {
       "date": "2026-10-22",
       "usd": 1.436,
       "cny": 9.6,
       "samples": 24
      },
      {
       "date": "2026-10-23",
       "usd": 1.736,
       "cny": 11.6,
       "samples": 28
      },
      {
       "date": "2026-10-24",
       "usd": 1.539,
       "cny": 10.3,
       "samples": 29
      },
      {
       "date": "2026-10-25",
       "usd": 1.646,
       "cny": 11.0,
       "samples": 30
      },
      {
       "date": "2026-10-26",
       "usd": 1.602,
       "cny": 10.7,
       "samples": 26
      },
      {
       "date": "2026-10-27",
       "usd": 1.601,
       "cny": 10.7,
       "samples": 23
      },
      {
       "date": "2026-10-28",
       "usd": 1.807,
       "cny": 12.1,
       "samples": 29
      },
      {
       "date": "2026-10-29",
       "usd": 1.602,
       "cny": 10.7,
       "samples": 30
      },
      {
       "date": "2026-10-30",
       "usd": 1.736,
       "cny": 11.6,
       "samples": 30
      },
      {
       "date": "2026-10-31",
       "usd": 1.566,
       "cny": 10.4,
       "samples": 30
      },
      {
       "date": "2026-11-01",
       "usd": 1.503,
       "cny": 10.0,
       "samples": 30
      },
      {
       "date": "2026-11-02",
       "usd": 1.468,
       "cny": 9.8,
       "samples": 30
      },
      {
       "date": "2026-11-03",
       "usd": 1.464,
       "cny": 9.7,
       "samples": 30
      },
      {
       "date": "2026-11-04",
       "usd": 1.495,
       "cny": 10.0,
       "samples": 28
      },
      {
       "date": "2026-11-05",
       "usd": 1.502,
       "cny": 10.0,
       "samples": 26
      }
     ],
     "min_usd": 1.404,
     "max_usd": 1.807,
     "change_since_start": 0.0149,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": "FP16 稠密按官方 4000 AI TOPS(FP4 稀疏)÷8 换算"
  },
  {
   "id": "rtx_pro_5500",
   "name": "RTX PRO 5500 Blackwell 84GB",
   "category": "专业工作站卡（规格为 NVIDIA 初步数据）",
   "vram_gb": 84,
   "bandwidth_gb_s": 1398,
   "fp16_dense_tflops": 452,
   "tdp_w": 600,
   "interconnect": "pcie",
   "china_available": "未明确",
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     76161,
     76161
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-23",
    "source": "https://tech.ifeng.com/c/8xNKug2OH87",
    "note": "自动检索 2026-10-23 公开报道(原文 $11,400–11,400): 「据称RTX PRO 5500单卡价格报价高達11,400美金」"
   },
   "market_price": {
    "per_card_cny": [
     85000,
     90000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-21",
    "source": "https://www.trendforce.com/news/2026/10/21/news-nvidia-rtx-pro-5500-reportedly-draws-35b-in-china-orders-with-supply-seen-at-just-5-10/",
    "note": "自动检索 2026-10-21 公开报道: 「As previously reported by The Information, RTX PRO 5500 is priced at around RMB 85,000–90,000 in China, comparable to Hu」"
   },
   "cloud_rental": null,
   "spec_note": "84GB GDDR7、约1,398GB/s 为 NVIDIA 初步规格；FP16 算力按 CUDA 核数相对 PRO 6000 估算"
  },
  {
   "id": "rtx_pro_5000",
   "name": "RTX PRO 5000 Blackwell 48GB",
   "category": "专业工作站卡",
   "vram_gb": 48,
   "bandwidth_gb_s": 1344,
   "fp16_dense_tflops": 258,
   "tdp_w": 300,
   "interconnect": "pcie",
   "china_available": "未明确",
   "price_unit": "per card",
   "list_price": null,
   "market_price": {
    "per_card_cny": [
     54000,
     54000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-14",
    "source": "https://guangtao.taobao.com/product-c21a36bb70e703d13c60ac1d11cd9d489d510cb0adaf90e4d1d175c8081eac38.html",
    "note": "自动检索 2026-10-14 公开报道: 「页面现价: 英伟达NVIDIA RTXPRO 5000 Blackwell 48G显卡建模渲染剪辑专业卡. ¥ 54000.00.」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     3.7,
     7.1
    ],
    "usd_per_gpu_hour": [
     0.561,
     1.069
    ],
    "samples": 20,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.0611,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 0.781,
       "cny": 5.2,
       "samples": 17
      },
      {
       "date": "2026-10-19",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 20
      },
      {
       "date": "2026-10-20",
       "usd": 0.758,
       "cny": 5.1,
       "samples": 16
      },
      {
       "date": "2026-10-21",
       "usd": 0.669,
       "cny": 4.5,
       "samples": 18
      },
      {
       "date": "2026-10-22",
       "usd": 0.809,
       "cny": 5.4,
       "samples": 13
      },
      {
       "date": "2026-10-23",
       "usd": 0.781,
       "cny": 5.2,
       "samples": 17
      },
      {
       "date": "2026-10-24",
       "usd": 0.802,
       "cny": 5.4,
       "samples": 15
      },
      {
       "date": "2026-10-25",
       "usd": 0.808,
       "cny": 5.4,
       "samples": 19
      },
      {
       "date": "2026-10-26",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 22
      },
      {
       "date": "2026-10-27",
       "usd": 0.718,
       "cny": 4.8,
       "samples": 24
      },
      {
       "date": "2026-10-28",
       "usd": 0.759,
       "cny": 5.1,
       "samples": 18
      },
      {
       "date": "2026-10-29",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 19
      },
      {
       "date": "2026-10-30",
       "usd": 0.807,
       "cny": 5.4,
       "samples": 20
      },
      {
       "date": "2026-10-31",
       "usd": 0.741,
       "cny": 4.9,
       "samples": 27
      },
      {
       "date": "2026-11-01",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 26
      },
      {
       "date": "2026-11-02",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 26
      },
      {
       "date": "2026-11-03",
       "usd": 0.736,
       "cny": 4.9,
       "samples": 23
      },
      {
       "date": "2026-11-04",
       "usd": 0.75,
       "cny": 5.0,
       "samples": 21
      },
      {
       "date": "2026-11-05",
       "usd": 0.691,
       "cny": 4.6,
       "samples": 20
      }
     ],
     "min_usd": 0.669,
     "max_usd": 0.809,
     "change_since_start": -0.1152,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": "FP16 稠密按官方 2064 AI TOPS(FP4 稀疏)÷8 换算"
  },
  {
   "id": "l40s",
   "name": "L40S 48GB",
   "category": "合规推理卡",
   "vram_gb": 48,
   "bandwidth_gb_s": 864,
   "fp16_dense_tflops": 362,
   "tdp_w": 350,
   "interconnect": "pcie",
   "china_available": true,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     45000,
     65000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://gpus.io/en/gpus/l40s",
    "note": "约 $6,200–9,000"
   },
   "market_price": {
    "per_card_cny": [
     45000,
     65000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://gpus.io/en/gpus/l40s",
    "note": "与官方渠道价接近，批量折扣影响较大"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     4.0,
     6.1
    ],
    "usd_per_gpu_hour": [
     0.601,
     0.912
    ],
    "samples": 10,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": 0.2594,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 0.721,
       "cny": 4.8,
       "samples": 8
      },
      {
       "date": "2026-10-19",
       "usd": 0.782,
       "cny": 5.2,
       "samples": 10
      },
      {
       "date": "2026-10-20",
       "usd": 0.721,
       "cny": 4.8,
       "samples": 11
      },
      {
       "date": "2026-10-21",
       "usd": 0.742,
       "cny": 5.0,
       "samples": 8
      },
      {
       "date": "2026-10-22",
       "usd": 0.702,
       "cny": 4.7,
       "samples": 6
      },
      {
       "date": "2026-10-23",
       "usd": 0.641,
       "cny": 4.3,
       "samples": 7
      },
      {
       "date": "2026-10-24",
       "usd": 0.801,
       "cny": 5.3,
       "samples": 9
      },
      {
       "date": "2026-10-25",
       "usd": 0.749,
       "cny": 5.0,
       "samples": 13
      },
      {
       "date": "2026-10-26",
       "usd": 0.655,
       "cny": 4.4,
       "samples": 8
      },
      {
       "date": "2026-10-27",
       "usd": 0.801,
       "cny": 5.3,
       "samples": 10
      },
      {
       "date": "2026-10-28",
       "usd": 0.735,
       "cny": 4.9,
       "samples": 9
      },
      {
       "date": "2026-10-29",
       "usd": 0.636,
       "cny": 4.2,
       "samples": 8
      },
      {
       "date": "2026-10-30",
       "usd": 0.801,
       "cny": 5.3,
       "samples": 7
      },
      {
       "date": "2026-10-31",
       "usd": 0.802,
       "cny": 5.3,
       "samples": 12
      },
      {
       "date": "2026-11-01",
       "usd": 0.735,
       "cny": 4.9,
       "samples": 15
      },
      {
       "date": "2026-11-02",
       "usd": 0.802,
       "cny": 5.3,
       "samples": 13
      },
      {
       "date": "2026-11-03",
       "usd": 0.802,
       "cny": 5.3,
       "samples": 13
      },
      {
       "date": "2026-11-04",
       "usd": 0.801,
       "cny": 5.3,
       "samples": 11
      },
      {
       "date": "2026-11-05",
       "usd": 0.801,
       "cny": 5.3,
       "samples": 10
      }
     ],
     "min_usd": 0.636,
     "max_usd": 0.802,
     "change_since_start": 0.111,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "l20",
   "name": "L20 48GB",
   "category": "合规推理卡",
   "vram_gb": 48,
   "bandwidth_gb_s": 864,
   "fp16_dense_tflops": 119.5,
   "tdp_w": 275,
   "interconnect": "pcie",
   "china_available": true,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     23347,
     23481
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-29",
    "source": "https://zh.accio.com/plp/nvidial20%E4%BB%B7%E6%A0%BC",
    "note": "自动检索 2026-09-29 公开报道(原文 $3,480–3,500): 「NVIDIA L20 48g张量核心GPU HPC电脑GPU显卡nVIDIA L20的新出厂价格. US$3,480-3,500.」"
   },
   "market_price": {
    "per_card_cny": [
     35000,
     35000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-26",
    "source": "https://price.zol.com.cn/1265/12653181.html",
    "note": "自动检索 2026-10-26 公开报道: 「NVIDIA Tesla L20 48G，近日在商家“成都强川科技有限公司”特价促销，优惠价为35000元」"
   },
   "cloud_rental": null,
   "spec_note": null
  },
  {
   "id": "rtx5090",
   "name": "RTX 5090 32GB",
   "category": "消费级旗舰（对华不售，国内为 5090D）",
   "vram_gb": 32,
   "bandwidth_gb_s": 1792,
   "fp16_dense_tflops": 419,
   "tdp_w": 575,
   "interconnect": "pcie",
   "china_available": false,
   "price_unit": "per card",
   "list_price": null,
   "market_price": {
    "per_card_cny": [
     44999,
     44999
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-11-01",
    "source": "https://c.m.163.com/news/a/LAM8L7FH0511CPVM.html?spss=backflow-index-hotlist",
    "note": "自动检索 2026-11-01 公开报道: 「RTX 5090D 32G却走出过山车，前一天跌6000元后回涨6000元，实际原地踏步，当日全网最低44999元。」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     3.0,
     3.6
    ],
    "usd_per_gpu_hour": [
     0.442,
     0.532
    ],
    "samples": 30,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.173,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 0.563,
       "cny": 3.8,
       "samples": 30
      },
      {
       "date": "2026-10-19",
       "usd": 0.583,
       "cny": 3.9,
       "samples": 30
      },
      {
       "date": "2026-10-20",
       "usd": 0.602,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-21",
       "usd": 0.602,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-22",
       "usd": 0.629,
       "cny": 4.2,
       "samples": 30
      },
      {
       "date": "2026-10-23",
       "usd": 0.642,
       "cny": 4.3,
       "samples": 30
      },
      {
       "date": "2026-10-24",
       "usd": 0.588,
       "cny": 3.9,
       "samples": 30
      },
      {
       "date": "2026-10-25",
       "usd": 0.601,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-26",
       "usd": 0.578,
       "cny": 3.9,
       "samples": 30
      },
      {
       "date": "2026-10-27",
       "usd": 0.537,
       "cny": 3.6,
       "samples": 30
      },
      {
       "date": "2026-10-28",
       "usd": 0.522,
       "cny": 3.5,
       "samples": 30
      },
      {
       "date": "2026-10-29",
       "usd": 0.601,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-30",
       "usd": 0.536,
       "cny": 3.6,
       "samples": 30
      },
      {
       "date": "2026-10-31",
       "usd": 0.602,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-11-01",
       "usd": 0.497,
       "cny": 3.3,
       "samples": 30
      },
      {
       "date": "2026-11-02",
       "usd": 0.579,
       "cny": 3.9,
       "samples": 30
      },
      {
       "date": "2026-11-03",
       "usd": 0.511,
       "cny": 3.4,
       "samples": 30
      },
      {
       "date": "2026-11-04",
       "usd": 0.536,
       "cny": 3.6,
       "samples": 30
      },
      {
       "date": "2026-11-05",
       "usd": 0.497,
       "cny": 3.3,
       "samples": 30
      }
     ],
     "min_usd": 0.497,
     "max_usd": 0.642,
     "change_since_start": -0.1172,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": "FP16 稠密(FP16 累加)按官方 3352 AI TOPS÷8 换算"
  },
  {
   "id": "rtx5090d",
   "name": "RTX 5090D 24GB",
   "category": "消费级/小规模自建",
   "vram_gb": 24,
   "bandwidth_gb_s": 1344,
   "fp16_dense_tflops": 297,
   "tdp_w": 575,
   "interconnect": "pcie",
   "china_available": true,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     16499,
     16499
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-08",
    "source": "https://www.nvidia.cn/geforce/graphics-cards/50-series/rtx-5090-d-v2/",
    "note": "自动检索 2026-10-08 公开报道: 「页面现价: GeForce RTX 5090 D v2. ￥16,499 元起.」"
   },
   "market_price": {
    "per_card_cny": [
     28000,
     40000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-10-18",
    "source": "https://post.smzdm.com/p/a95662xo/",
    "note": "自动检索 2026-10-18 公开报道: 「中国特供的5090D v2，也从2.8万元爬到3.6万、逼近4万。」"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     3.0,
     3.5
    ],
    "usd_per_gpu_hour": [
     0.442,
     0.53
    ],
    "samples": 30,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.1689,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 0.549,
       "cny": 3.7,
       "samples": 30
      },
      {
       "date": "2026-10-19",
       "usd": 0.556,
       "cny": 3.7,
       "samples": 30
      },
      {
       "date": "2026-10-20",
       "usd": 0.603,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-21",
       "usd": 0.602,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-22",
       "usd": 0.631,
       "cny": 4.2,
       "samples": 30
      },
      {
       "date": "2026-10-23",
       "usd": 0.643,
       "cny": 4.3,
       "samples": 30
      },
      {
       "date": "2026-10-24",
       "usd": 0.602,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-25",
       "usd": 0.601,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-26",
       "usd": 0.601,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-27",
       "usd": 0.539,
       "cny": 3.6,
       "samples": 30
      },
      {
       "date": "2026-10-28",
       "usd": 0.528,
       "cny": 3.5,
       "samples": 30
      },
      {
       "date": "2026-10-29",
       "usd": 0.598,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-10-30",
       "usd": 0.534,
       "cny": 3.6,
       "samples": 30
      },
      {
       "date": "2026-10-31",
       "usd": 0.601,
       "cny": 4.0,
       "samples": 30
      },
      {
       "date": "2026-11-01",
       "usd": 0.497,
       "cny": 3.3,
       "samples": 30
      },
      {
       "date": "2026-11-02",
       "usd": 0.586,
       "cny": 3.9,
       "samples": 30
      },
      {
       "date": "2026-11-03",
       "usd": 0.503,
       "cny": 3.3,
       "samples": 30
      },
      {
       "date": "2026-11-04",
       "usd": 0.522,
       "cny": 3.5,
       "samples": 30
      },
      {
       "date": "2026-11-05",
       "usd": 0.497,
       "cny": 3.3,
       "samples": 30
      }
     ],
     "min_usd": 0.497,
     "max_usd": 0.643,
     "change_since_start": -0.0947,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  },
  {
   "id": "rtx4090d",
   "name": "RTX 4090D 24GB",
   "category": "消费级/小规模自建",
   "vram_gb": 24,
   "bandwidth_gb_s": 1008,
   "fp16_dense_tflops": 294,
   "tdp_w": 425,
   "interconnect": "pcie",
   "china_available": true,
   "price_unit": "per card",
   "list_price": {
    "per_card_cny": [
     12999,
     18999
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://www.tweaktown.com/news/93898/nvidia-geforce-rtx-4090-price-more-than-doubles-in-china-after-us-export-ban/index.html",
    "note": "首发指导价约¥10,999–13,000，2026年受显存涨价影响渠道价上调至约¥18,999"
   },
   "market_price": {
    "per_card_cny": [
     26000,
     30000
    ],
    "per_8gpu_node_cny": null,
    "as_of": "2026-09-16",
    "source": "https://electronics.alibaba.com/question/rtx-4090-price-guide-why-it%E2%80%99s-$2,500%E2%80%93$3,700+-in-2026",
    "note": "2026年部分电商现货价，受显存涨价影响明显高于首发价，波动大"
   },
   "cloud_rental": {
    "cny_per_gpu_hour": [
     2.3,
     2.9
    ],
    "usd_per_gpu_hour": [
     0.338,
     0.436
    ],
    "samples": 30,
    "as_of": "2026-11-05",
    "source": "vast.ai公开市场API（国际云端GPU市场时租价，不代表中国大陆整卡采购价）",
    "change_vs_7d_ago": -0.0629,
    "history": {
     "since": "2026-10-18",
     "days": 19,
     "daily_median": [
      {
       "date": "2026-10-18",
       "usd": 0.422,
       "cny": 2.8,
       "samples": 30
      },
      {
       "date": "2026-10-19",
       "usd": 0.432,
       "cny": 2.9,
       "samples": 30
      },
      {
       "date": "2026-10-20",
       "usd": 0.462,
       "cny": 3.1,
       "samples": 30
      },
      {
       "date": "2026-10-21",
       "usd": 0.442,
       "cny": 3.0,
       "samples": 30
      },
      {
       "date": "2026-10-22",
       "usd": 0.496,
       "cny": 3.3,
       "samples": 30
      },
      {
       "date": "2026-10-23",
       "usd": 0.486,
       "cny": 3.2,
       "samples": 30
      },
      {
       "date": "2026-10-24",
       "usd": 0.443,
       "cny": 3.0,
       "samples": 30
      },
      {
       "date": "2026-10-25",
       "usd": 0.43,
       "cny": 2.9,
       "samples": 30
      },
      {
       "date": "2026-10-26",
       "usd": 0.429,
       "cny": 2.9,
       "samples": 30
      },
      {
       "date": "2026-10-27",
       "usd": 0.406,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-10-28",
       "usd": 0.422,
       "cny": 2.8,
       "samples": 30
      },
      {
       "date": "2026-10-29",
       "usd": 0.429,
       "cny": 2.9,
       "samples": 30
      },
      {
       "date": "2026-10-30",
       "usd": 0.402,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-10-31",
       "usd": 0.402,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-11-01",
       "usd": 0.4,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-11-02",
       "usd": 0.397,
       "cny": 2.6,
       "samples": 30
      },
      {
       "date": "2026-11-03",
       "usd": 0.402,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-11-04",
       "usd": 0.402,
       "cny": 2.7,
       "samples": 30
      },
      {
       "date": "2026-11-05",
       "usd": 0.402,
       "cny": 2.7,
       "samples": 30
      }
     ],
     "min_usd": 0.397,
     "max_usd": 0.496,
     "change_since_start": -0.0474,
     "few_samples": false,
     "note": "daily median of vast.ai listings; few_samples=true means swings mostly reflect individual listings, not the market"
    }
   },
   "spec_note": null
  }
 ]
}