{
 "metadata": {
  "name": "Same Weights, Different Price: what hosts charge for identical open-weights LLMs",
  "generated": "2026-10-26T09:18:17.868Z",
  "source": "OpenRouter public API (models, and per-model endpoints), read on the generation date",
  "unit": "USD per 1,000,000 tokens, list price per host. Blended = (3 x input + output) / 4, a stated convention.",
  "scope": "open-weights models (have a Hugging Face id) with at least 3 priced hosts on OpenRouter. Only hosts listed on OpenRouter.",
  "limits": [
   "Hosts differ in quantisation, context length, speed, uptime and data policy. A price gap is not evidence of overcharging.",
   "sameQuantisationEverywhere = true narrows one confounder only; speed, context and policy still differ.",
   "One row per host: where OpenRouter lists several endpoints for a host, the cheapest is kept (the best price a buyer could get there).",
   "OpenRouter lists the price it routes at; a host may price differently direct. Read on one date: prices move.",
   "Snapshot, not yet a series. Monthly re-reads make it one."
  ]
 },
 "summary": {
  "modelsWithAtLeast3Hosts": 65,
  "endpointsProbedOk": 156,
  "endpointsFailed": 0,
  "medianSpreadAll": 2.05,
  "medianSpreadSameQuantisation": 1.9,
  "modelsWithSameQuantisation": 3,
  "modelsSpread5xOrMore": 14,
  "fp8Only": {
   "models": 36,
   "medianSpread": 1.82,
   "p90Spread": 4.53,
   "maxSpread": 7.43
  }
 },
 "models": [
  {
   "model": "deepseek/deepseek-v3.2",
   "huggingFaceId": "deepseek-ai/DeepSeek-V3.2",
   "hosts": 11,
   "cheapest": {
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    "input": 0.2088,
    "output": 0.3096,
    "quantization": "fp8",
    "contextLength": 163840,
    "uptime30m": 100,
    "blended": 0.234,
    "variants": 1
   },
   "dearest": {
    "host": "SambaNova",
    "input": 3,
    "output": 4.5,
    "quantization": "unknown",
    "contextLength": 32768,
    "uptime30m": 100,
    "blended": 3.375,
    "variants": 1
   },
   "spreadRatio": 14.42,
   "sameQuantisationEverywhere": false,
   "endpoints": [
    {
     "host": "GMICloud",
     "input": 0.2088,
     "output": 0.3096,
     "quantization": "fp8",
     "contextLength": 163840,
     "uptime30m": 100,
     "blended": 0.234,
     "variants": 1
    },
    {
     "host": "DeepInfra",
     "input": 0.26,
     "output": 0.38,
     "quantization": "fp4",
     "contextLength": 163840,
     "uptime30m": 93.33333333333333,
     "blended": 0.29,
     "variants": 1
    },
    {
     "host": "AtlasCloud",
     "input": 0.26,
     "output": 0.38,
     "quantization": "fp8",
     "contextLength": 163840,
     "uptime30m": 100,
     "blended": 0.29,
     "variants": 1
    },
    {
     "host": "Venice",
     "input": 0.26829,
     "output": 0.39024,
     "quantization": "unknown",
     "contextLength": 160000,
     "uptime30m": 100,
     "blended": 0.298778,
     "variants": 1
    },
    {
     "host": "Baidu",
     "input": 0.28,
     "output": 0.42,
     "quantization": "fp8",
     "contextLength": 131072,
     "uptime30m": null,
     "blended": 0.315,
     "variants": 1
    },
    {
     "host": "SiliconFlow",
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     "output": 0.8,
     "quantization": "fp8",
     "contextLength": 163840,
     "uptime30m": 100,
     "blended": 0.39425,
     "variants": 1
    },
    {
     "host": "DigitalOcean",
     "input": 0.3,
     "output": 0.96,
     "quantization": "unknown",
     "contextLength": 163840,
     "uptime30m": 100,
     "blended": 0.465,
     "variants": 1
    },
    {
     "host": "Google",
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     "output": 1.68,
     "quantization": "unknown",
     "contextLength": 163840,
     "uptime30m": 0,
     "blended": 0.84,
     "variants": 1
    },
    {
     "host": "Phala",
     "input": 1,
     "output": 1,
     "quantization": "unknown",
     "contextLength": 163840,
     "uptime30m": 100,
     "blended": 1,
     "variants": 1
    },
    {
     "host": "Mara",
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     "output": 4.5,
     "quantization": "unknown",
     "contextLength": 32768,
     "uptime30m": 0,
     "blended": 3.375,
     "variants": 1
    },
    {
     "host": "SambaNova",
     "input": 3,
     "output": 4.5,
     "quantization": "unknown",
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     "uptime30m": 100,
     "blended": 3.375,
     "variants": 1
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   ]
  },
  {
   "model": "z-ai/glm-5.3-flash",
   "huggingFaceId": "zai-org/GLM-5.3-Flash",
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   "dearest": {
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   "spreadRatio": 14.27,
   "sameQuantisationEverywhere": false,
   "endpoints": [
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    {
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    {
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    {
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