{
 "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-v2.5-pro",
  "permaslug": "xiaomi/mimo-v2.5-pro-20260422",
  "name": "MiMo-V2.5-Pro",
  "maker": "Xiaomi",
  "file": "models/mimo-v2.5-pro.json"
 },
 "metric": "invalid_tool_call_rate",
 "status": "ok",
 "status_reason": null,
 "confidence": "low",
 "recommendation": {
  "order": [
   "atlas-cloud/fp8",
   "digitalocean"
  ],
  "ignore": []
 },
 "thresholds": {
  "min_tool_calls_per_day_to_recommend": 1000,
  "median_invalid_tool_call_rate": 0.029842,
  "ignore_at_or_above": 0.03
 },
 "choices": [
  {
   "id": "most_reliable",
   "also": [
    "lowest_cost",
    "highest_throughput"
   ],
   "label": "Most reliable, lowest cost, highest throughput",
   "criterion": "the lowest invalid tool-call rate; the lowest price, blended at 3 tokens in to 1 out; the highest median tokens per second",
   "provider": "atlas-cloud/fp8",
   "recommendation": {
    "order": [
     "atlas-cloud/fp8",
     "digitalocean"
    ],
    "ignore": []
   }
  },
  {
   "id": "highest_uptime",
   "also": [],
   "label": "Highest uptime",
   "criterion": "the highest uptime",
   "provider": "digitalocean",
   "recommendation": {
    "order": [
     "digitalocean",
     "atlas-cloud/fp8"
    ],
    "ignore": []
   }
  }
 ],
 "providers": [
  {
   "id": "atlas-cloud/fp8",
   "name": "AtlasCloud",
   "rank": 1,
   "role": "recommended",
   "slugs": [
    "atlas-cloud/fp8"
   ],
   "variant": "fp8",
   "makers_api": false,
   "retains_prompts": true,
   "trains_on_prompts": false,
   "sample_size": 20491,
   "failures": 418,
   "invalid_tool_call_rate": 0.020399,
   "invalid_tool_call_rate_ci95": [
    0.018552,
    0.022427
   ],
   "tool_calls_per_day": 2927,
   "input_price_per_million": 0.435,
   "output_price_per_million": 0.87,
   "tokens_per_second": 142.0,
   "uptime": 0.9403,
   "quantizations": [
    "fp8"
   ],
   "endpoints": [
    {
     "tag": "atlas-cloud/fp8",
     "tier": false,
     "name": "AtlasCloud",
     "quantization": "fp8",
     "sample_size": 20491,
     "failures": 418,
     "invalid_tool_call_rate": 0.020399
    }
   ],
   "direct_api": {
    "model_id": "xiaomi/mimo-v2.5-pro",
    "dedicated_endpoint": false,
    "context_tokens": 1024000,
    "tool_choice": true,
    "docs": "https://www.atlascloud.ai/docs",
    "website": "https://www.atlascloud.ai",
    "status_page": null,
    "terms": null,
    "privacy": "https://www.atlascloud.ai/privacy",
    "openrouter": "https://openrouter.ai/provider/atlas-cloud"
   }
  },
  {
   "id": "digitalocean",
   "name": "DigitalOcean",
   "rank": 2,
   "role": "recommended",
   "slugs": [
    "digitalocean"
   ],
   "variant": null,
   "makers_api": false,
   "retains_prompts": false,
   "trains_on_prompts": false,
   "sample_size": 171906,
   "failures": 5130,
   "invalid_tool_call_rate": 0.029842,
   "invalid_tool_call_rate_ci95": [
    0.029048,
    0.030657
   ],
   "tool_calls_per_day": 24558,
   "input_price_per_million": 0.48,
   "output_price_per_million": 1.8,
   "tokens_per_second": 23.0,
   "uptime": 0.9755,
   "quantizations": [],
   "endpoints": [
    {
     "tag": "digitalocean",
     "tier": false,
     "name": "DigitalOcean",
     "quantization": null,
     "sample_size": 171906,
     "failures": 5130,
     "invalid_tool_call_rate": 0.029842
    }
   ],
   "direct_api": {
    "model_id": "mimo-v2.5-pro",
    "dedicated_endpoint": false,
    "context_tokens": 262144,
    "tool_choice": true,
    "docs": "https://docs.digitalocean.com/products/inference/how-to/use-serverless-inference/",
    "website": "https://www.digitalocean.com",
    "status_page": null,
    "terms": "https://www.digitalocean.com/legal/terms-of-service-agreement",
    "privacy": "https://www.digitalocean.com/legal/privacy-policy",
    "openrouter": "https://openrouter.ai/provider/digitalocean"
   }
  }
 ],
 "others": [],
 "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": "single_provider",
  "status_reason": "fewer than two providers at 1,000 structured outputs a day or more",
  "confidence": "none",
  "recommendation": null,
  "thresholds": {
   "min_structured_outputs_per_day_to_recommend": 1000,
   "median_structured_output_error_rate": null,
   "ignore_at_or_above": 0.03
  },
  "providers": [],
  "others": [
   {
    "id": "digitalocean",
    "name": "DigitalOcean",
    "role": "ignored",
    "slugs": [
     "digitalocean"
    ],
    "variant": null,
    "sample_size": 73855,
    "failures": 4778,
    "structured_output_error_rate": 0.064694,
    "structured_output_error_rate_ci95": [
     0.062943,
     0.066491
    ],
    "structured_outputs_per_day": 10551,
    "endpoints": [
     {
      "tag": "digitalocean",
      "tier": false,
      "sample_size": 73855,
      "failures": 4778,
      "structured_output_error_rate": 0.064694
     }
    ]
   }
  ]
 },
 "source": "dottxt Tool-call Index (https://dottxt.ai), from OpenRouter's published measurements"
}