{
 "methodology_version": "2.0",
 "generated_at": "2026-10-30T00:44:27Z",
 "as_of": "2026-10-29T00:00:00Z",
 "valid_until": "2026-10-31T00:00:00Z",
 "window": {
  "start": "2026-10-22T00:00:00Z",
  "end": "2026-10-29T00:00:00Z",
  "days": 7,
  "observed_days": 7.0
 },
 "model": {
  "id": "xiaomi/mimo-v2.6-pro",
  "permaslug": "xiaomi/mimo-v2.6-pro-20260921",
  "name": "MiMo-V2.6-Pro",
  "maker": "Xiaomi",
  "file": "models/mimo-v2.6-pro.json"
 },
 "metric": "invalid_tool_call_rate",
 "status": "ok",
 "status_reason": null,
 "confidence": "high",
 "recommendation": {
  "order": [
   "deepinfra/fp8"
  ],
  "ignore": [
   "gmicloud/bf16",
   "xiaomi/fp8",
   "streamlake",
   "novita/fp8"
  ]
 },
 "thresholds": {
  "min_tool_calls_per_day_to_recommend": 1000,
  "median_invalid_tool_call_rate": 0.045875,
  "ignore_at_or_above": 0.03
 },
 "choices": [
  {
   "id": "most_reliable",
   "also": [
    "lowest_cost",
    "highest_throughput",
    "highest_uptime"
   ],
   "label": "Most reliable, lowest cost, highest throughput, highest uptime",
   "criterion": "the lowest invalid tool-call rate; the lowest price, blended at 3 tokens in to 1 out; the highest median tokens per second; the highest uptime",
   "provider": "deepinfra/fp8",
   "recommendation": {
    "order": [
     "deepinfra/fp8"
    ],
    "ignore": [
     "gmicloud/bf16",
     "xiaomi/fp8",
     "streamlake",
     "novita/fp8"
    ]
   }
  }
 ],
 "providers": [
  {
   "id": "deepinfra/fp8",
   "name": "DeepInfra",
   "rank": 1,
   "role": "recommended",
   "slugs": [
    "deepinfra/fp8"
   ],
   "variant": "fp8",
   "makers_api": false,
   "retains_prompts": false,
   "trains_on_prompts": false,
   "sample_size": 1705753,
   "failures": 25186,
   "invalid_tool_call_rate": 0.014765,
   "invalid_tool_call_rate_ci95": [
    0.014585,
    0.014947
   ],
   "tool_calls_per_day": 243679,
   "input_price_per_million": 0.387,
   "output_price_per_million": 0.783,
   "tokens_per_second": 35.0,
   "uptime": 0.9979,
   "quantizations": [
    "fp8"
   ],
   "endpoints": [
    {
     "tag": "deepinfra/fp8",
     "tier": false,
     "name": "DeepInfra",
     "quantization": "fp8",
     "sample_size": 1705753,
     "failures": 25186,
     "invalid_tool_call_rate": 0.014765
    }
   ],
   "direct_api": {
    "model_id": "XiaomiMiMo/MiMo-V2.6-Pro",
    "dedicated_endpoint": false,
    "context_tokens": 1048576,
    "tool_choice": true,
    "docs": "https://docs.deepinfra.com/chat/tool-calling",
    "website": "https://deepinfra.com",
    "status_page": "https://status.deepinfra.com/",
    "terms": "https://deepinfra.com/terms",
    "privacy": "https://deepinfra.com/privacy",
    "openrouter": "https://openrouter.ai/provider/deepinfra"
   }
  },
  {
   "id": "gmicloud/bf16",
   "name": "GMICloud",
   "rank": 2,
   "role": "ignored",
   "slugs": [
    "gmicloud/bf16"
   ],
   "variant": "bf16",
   "makers_api": false,
   "retains_prompts": true,
   "trains_on_prompts": false,
   "sample_size": 1588404,
   "failures": 59865,
   "invalid_tool_call_rate": 0.037689,
   "invalid_tool_call_rate_ci95": [
    0.037394,
    0.037986
   ],
   "tool_calls_per_day": 226915,
   "input_price_per_million": 0.36975,
   "output_price_per_million": 0.7395,
   "tokens_per_second": 27.0,
   "uptime": 0.9971,
   "quantizations": [
    "bf16"
   ],
   "endpoints": [
    {
     "tag": "gmicloud/bf16",
     "tier": false,
     "name": "GMICloud",
     "quantization": "bf16",
     "sample_size": 1588404,
     "failures": 59865,
     "invalid_tool_call_rate": 0.037689
    }
   ],
   "direct_api": {
    "model_id": "XiaomiMiMo/MiMo-V2.6-Pro",
    "dedicated_endpoint": false,
    "context_tokens": 1050000,
    "tool_choice": true,
    "docs": "https://docs.gmicloud.ai/",
    "website": "https://gmicloud.ai",
    "status_page": null,
    "terms": "https://www.gmicloud.ai/terms-and-conditions",
    "privacy": "https://docs.gmicloud.ai/privacy",
    "openrouter": "https://openrouter.ai/provider/gmicloud"
   }
  },
  {
   "id": "xiaomi/fp8",
   "name": "Xiaomi",
   "rank": 3,
   "role": "ignored",
   "slugs": [
    "xiaomi/fp8"
   ],
   "variant": "fp8",
   "makers_api": true,
   "retains_prompts": true,
   "trains_on_prompts": false,
   "sample_size": 4589715,
   "failures": 210555,
   "invalid_tool_call_rate": 0.045875,
   "invalid_tool_call_rate_ci95": [
    0.045684,
    0.046067
   ],
   "tool_calls_per_day": 655674,
   "input_price_per_million": 0.435,
   "output_price_per_million": 0.87,
   "tokens_per_second": 26.0,
   "uptime": 0.9963,
   "quantizations": [
    "fp8"
   ],
   "endpoints": [
    {
     "tag": "xiaomi/fp8",
     "tier": false,
     "name": "Xiaomi",
     "quantization": "fp8",
     "sample_size": 4589715,
     "failures": 210555,
     "invalid_tool_call_rate": 0.045875
    }
   ],
   "direct_api": {
    "model_id": "xiaomi/mimo-v2.6-pro",
    "dedicated_endpoint": false,
    "context_tokens": 1048576,
    "tool_choice": true,
    "docs": null,
    "website": "https://platform.xiaomimimo.com",
    "status_page": null,
    "terms": "https://platform.xiaomimimo.com/#/docs/terms/user-agreement",
    "privacy": "https://platform.xiaomimimo.com/#/docs/terms/privacy-policy",
    "openrouter": "https://openrouter.ai/provider/xiaomi"
   }
  },
  {
   "id": "novita/fp8",
   "name": "NovitaAI",
   "rank": 4,
   "role": "ignored",
   "slugs": [
    "novita/fp8"
   ],
   "variant": "fp8",
   "makers_api": false,
   "retains_prompts": false,
   "trains_on_prompts": false,
   "sample_size": 2401771,
   "failures": 131423,
   "invalid_tool_call_rate": 0.054719,
   "invalid_tool_call_rate_ci95": [
    0.054432,
    0.055008
   ],
   "tool_calls_per_day": 343110,
   "input_price_per_million": 0.435,
   "output_price_per_million": 0.87,
   "tokens_per_second": 30.0,
   "uptime": 0.9948,
   "quantizations": [
    "fp8"
   ],
   "endpoints": [
    {
     "tag": "novita/fp8",
     "tier": false,
     "name": "NovitaAI",
     "quantization": "fp8",
     "sample_size": 2401771,
     "failures": 131423,
     "invalid_tool_call_rate": 0.054719
    }
   ],
   "direct_api": {
    "model_id": "xiaomimimo/mimo-v2.6-pro",
    "dedicated_endpoint": false,
    "context_tokens": 1048576,
    "tool_choice": true,
    "docs": "https://docs.novita.ai/guides/llm-function-calling",
    "website": "https://novita.ai",
    "status_page": "https://status.novita.ai/",
    "terms": "https://novita.ai/legal/terms-of-service",
    "privacy": "https://novita.ai/legal/privacy-policy",
    "openrouter": "https://openrouter.ai/provider/novita"
   }
  }
 ],
 "others": [
  {
   "id": "streamlake",
   "name": "StreamLake",
   "role": "ignored",
   "slugs": [
    "streamlake"
   ],
   "variant": null,
   "makers_api": false,
   "retains_prompts": true,
   "trains_on_prompts": false,
   "sample_size": 4851,
   "failures": 243,
   "invalid_tool_call_rate": 0.050093,
   "invalid_tool_call_rate_ci95": [
    0.044302,
    0.056595
   ],
   "tool_calls_per_day": 693,
   "input_price_per_million": 0.522,
   "output_price_per_million": 1.044,
   "tokens_per_second": 38.0,
   "uptime": 0.8746,
   "quantizations": [],
   "endpoints": [
    {
     "tag": "streamlake",
     "tier": false,
     "name": "StreamLake",
     "quantization": null,
     "sample_size": 4851,
     "failures": 243,
     "invalid_tool_call_rate": 0.050093
    }
   ],
   "direct_api": {
    "model_id": "mimo-v2.6-pro",
    "dedicated_endpoint": false,
    "context_tokens": 1000000,
    "tool_choice": true,
    "docs": null,
    "website": "https://www.streamlake.ai",
    "status_page": "https://status.streamlake.ai/",
    "terms": "https://www.streamlake.ai/document/DOC/mgkchnd89grpt1961fw",
    "privacy": "https://www.streamlake.ai/document/DOC/mgkci47q13qr66h9i54",
    "openrouter": "https://openrouter.ai/provider/streamlake"
   }
  }
 ],
 "structured_outputs": {
  "metric": "structured_output_error_rate",
  "as_of": "2026-10-29T00:00:00Z",
  "valid_until": "2026-10-31T00:00:00Z",
  "window": {
   "start": "2026-10-22T00:00:00Z",
   "end": "2026-10-29T00:00:00Z",
   "days": 7,
   "observed_days": 7.0
  },
  "status": "ok",
  "status_reason": null,
  "confidence": "high",
  "recommendation": {
   "order": [
    "deepinfra/fp8"
   ],
   "ignore": [
    "xiaomi/fp8",
    "gmicloud/bf16"
   ]
  },
  "thresholds": {
   "min_structured_outputs_per_day_to_recommend": 1000,
   "median_structured_output_error_rate": 0.031508,
   "ignore_at_or_above": 0.03
  },
  "providers": [
   {
    "id": "deepinfra/fp8",
    "name": "DeepInfra",
    "rank": 1,
    "role": "recommended",
    "slugs": [
     "deepinfra/fp8"
    ],
    "variant": "fp8",
    "sample_size": 480094,
    "failures": 13384,
    "structured_output_error_rate": 0.027878,
    "structured_output_error_rate_ci95": [
     0.027416,
     0.028347
    ],
    "structured_outputs_per_day": 68585,
    "endpoints": [
     {
      "tag": "deepinfra/fp8",
      "tier": false,
      "sample_size": 480094,
      "failures": 13384,
      "structured_output_error_rate": 0.027878
     }
    ]
   },
   {
    "id": "xiaomi/fp8",
    "name": "Xiaomi",
    "rank": 2,
    "role": "ignored",
    "slugs": [
     "xiaomi/fp8"
    ],
    "variant": "fp8",
    "sample_size": 505584,
    "failures": 15930,
    "structured_output_error_rate": 0.031508,
    "structured_output_error_rate_ci95": [
     0.03103,
     0.031993
    ],
    "structured_outputs_per_day": 72226,
    "endpoints": [
     {
      "tag": "xiaomi/fp8",
      "tier": false,
      "sample_size": 505584,
      "failures": 15930,
      "structured_output_error_rate": 0.031508
     }
    ]
   },
   {
    "id": "gmicloud/bf16",
    "name": "GMICloud",
    "rank": 3,
    "role": "ignored",
    "slugs": [
     "gmicloud/bf16"
    ],
    "variant": "bf16",
    "sample_size": 366660,
    "failures": 11837,
    "structured_output_error_rate": 0.032283,
    "structured_output_error_rate_ci95": [
     0.031716,
     0.03286
    ],
    "structured_outputs_per_day": 52380,
    "endpoints": [
     {
      "tag": "gmicloud/bf16",
      "tier": false,
      "sample_size": 366660,
      "failures": 11837,
      "structured_output_error_rate": 0.032283
     }
    ]
   }
  ],
  "others": []
 },
 "source": "dottxt Tool-call Index (https://dottxt.ai), from OpenRouter's published measurements"
}