{"policies":[{"id":"auto:balanced","model":"auto","aliases":["auto:balanced","inferit/auto"],"name":"Inferit Auto: best value","lambda":6,"description":"Best value: each candidate's quality score weighed against its price for this request. A model that costs twice as much for the request must score 6 points higher to win."},{"id":"auto:cheap","model":"auto:cheap","aliases":["inferit/auto:cheap"],"name":"Inferit Auto: lowest price","lambda":null,"description":"Lowest price for this request among the candidates; the quality score breaks ties."},{"id":"auto:best","model":"auto:best","aliases":["inferit/auto:best"],"name":"Inferit Auto: highest ranked","lambda":0,"description":"The highest quality score among the candidates; price breaks ties."}],"hints":[{"body":"max_price_per_m","header":"x-inferit-max-price-per-m","unit":"µ per 1M tokens, all-in","range":"1..1000000000000","appliesTo":"auto and named models","description":"Skip any offer whose all-in price, blended on this request's estimated token mix, is above it."},{"body":"min_context","header":"x-inferit-min-context","unit":"tokens","range":"1..100000000","appliesTo":"auto","description":"Only models whose context window is at least this."},{"body":"min_quality","header":"x-inferit-min-quality","unit":"quality score","range":"0..100","appliesTo":"auto","description":"Only models whose quality score is at least this."}],"quality":{"schemaVersion":1,"asOf":"2026-10-06","method":"score = the model's Artificial Analysis Intelligence Index, rounded to the nearest integer. Each catalog model is matched to the row the source publishes under the model's own id (its default configuration, e.g. 'Qwen3.6 27B (Reasoning)'); sourceName and sourceId record the match. Models the source does not list, or lists only under a different release than the catalog's, are left out (no fallback map is used in this table). estimatedBySource marks values the source itself labels as estimated.","sources":[{"id":"aa","role":"primary","name":"Artificial Analysis Intelligence Index","url":"https://artificialanalysis.ai/leaderboards/models","retrieved":"2026-10-06","version":"v4.3 (the leaderboard label; the methodology note on artificialanalysis.ai/models reads v4.3.2)"}],"fallback":null,"models":[{"id":"qwen/qwen3.6-27b","score":21,"source":"aa","raw":21.4279902240782,"sourceName":"Qwen3.6 27B (Reasoning)","sourceId":"qwen3-6-27b"},{"id":"qwen/qwen3.6-35b-a3b","score":18,"source":"aa","raw":18.2289900189843,"sourceName":"Qwen3.6 35B A3B (Reasoning)","sourceId":"qwen3-6-35b-a3b"},{"id":"qwen/qwen3-235b-a22b-2507","score":12,"source":"aa","raw":11.9970837221274,"sourceName":"Qwen3 235B A22B 2507 Instruct","sourceId":"qwen3-235b-a22b-instruct-2507","estimatedBySource":true},{"id":"qwen/qwen3-coder","score":12,"source":"aa","raw":11.8990256096549,"sourceName":"Qwen3 Coder 480B A35B Instruct","sourceId":"qwen3-coder-480b-a35b-instruct","estimatedBySource":true},{"id":"qwen/qwen3-14b","score":7,"source":"aa","raw":6.7030362726921,"sourceName":"Qwen3 14B (Non-reasoning)","sourceId":"qwen3-14b-instruct","estimatedBySource":true},{"id":"qwen/qwen-2.5-72b-instruct","score":8,"source":"aa","raw":7.73490670575182,"sourceName":"Qwen2.5 Instruct 72B","sourceId":"qwen2-5-72b-instruct","estimatedBySource":true},{"id":"meta-llama/llama-3.3-70b-instruct","score":8,"source":"aa","raw":7.66380859299009,"sourceName":"Llama 3.3 Instruct 70B","sourceId":"llama-3-3-instruct-70b","estimatedBySource":true},{"id":"meta-llama/llama-3.1-8b-instruct","score":7,"source":"aa","raw":6.93350756346201,"sourceName":"Llama 3.1 Instruct 8B","sourceId":"llama-3-1-instruct-8b","estimatedBySource":true},{"id":"meta-llama/llama-4-maverick","score":10,"source":"aa","raw":9.9905959756501,"sourceName":"Llama 4 Maverick","sourceId":"llama-4-maverick","estimatedBySource":true},{"id":"openai/gpt-oss-120b","score":12,"source":"aa","raw":11.6028431512592,"sourceName":"gpt-oss-120b (High)","sourceId":"gpt-oss-120b"},{"id":"openai/gpt-oss-20b","score":9,"source":"aa","raw":8.9675171856126,"sourceName":"gpt-oss-20b (High)","sourceId":"gpt-oss-20b"},{"id":"deepseek/deepseek-v3.2","score":16,"source":"aa","raw":16.043537719683,"sourceName":"DeepSeek V3.2 (Non-reasoning)","sourceId":"deepseek-v3-2","estimatedBySource":true},{"id":"z-ai/glm-5.1","score":26,"source":"aa","raw":26.0585912980095,"sourceName":"GLM-5.1 (Reasoning)","sourceId":"glm-5-1"},{"id":"z-ai/glm-4.6","score":15,"source":"aa","raw":14.9292992892622,"sourceName":"GLM-4.6 (Non-reasoning)","sourceId":"glm-4-6","estimatedBySource":true},{"id":"moonshotai/kimi-k2.6","score":27,"source":"aa","raw":26.9791999742844,"sourceName":"Kimi K2.6 (Reasoning)","sourceId":"kimi-k2-6"},{"id":"moonshotai/kimi-k2-thinking","score":22,"source":"aa","raw":22.0200270318461,"sourceName":"Kimi K2 Thinking","sourceId":"kimi-k2-thinking","estimatedBySource":true},{"id":"mistralai/mistral-small-3.2-24b-instruct","score":8,"source":"aa","raw":8.24541426908029,"sourceName":"Mistral Small 3.2","sourceId":"mistral-small-3-2","estimatedBySource":true},{"id":"google/gemma-4-31b-it","score":15,"source":"aa","raw":14.6689500745828,"sourceName":"Gemma 4 31B (Reasoning)","sourceId":"gemma-4-31b"},{"id":"google/gemma-3-27b-it","score":5,"source":"aa","raw":4.85297805617922,"sourceName":"Gemma 3 27B Instruct","sourceId":"gemma-3-27b"}],"leftOut":[{"id":"qwen/qwen-2.5-14b-instruct","reason":"Not listed by Artificial Analysis (it lists Qwen2.5 Instruct 72B, Qwen2.5 Coder 32B and 7B) nor by the LMArena text leaderboard (checked 2026-10-06)."},{"id":"mistralai/mistral-nemo","reason":"Not listed with an Intelligence Index value by Artificial Analysis."},{"id":"deepseek/deepseek-v4-pro","reason":"Catalog release is 0423 (OpenRouter); the source lists V4 Pro 0424 and V4 Pro 0813 only, so the match is not certain."},{"id":"deepseek/deepseek-v4-flash","reason":"Catalog release is 0423 (OpenRouter); the source lists V4 Flash 0420 and V4 Flash 0731 only, so the match is not certain."},{"id":"anthropic/claude-sonnet-5.5","reason":"Closed model: a reference row, not servable; needs no score."},{"id":"openai/gpt-6.1-sol","reason":"Closed model: a reference row, not servable; needs no score."},{"id":"google/gemini-3.8-flash","reason":"Closed model: a reference row, not servable; needs no score."}]},"reference":{"inputTokens":3000,"outputTokens":1000,"rail":"whitechain"},"candidates_now":[],"docs":"https://inferit.cc/docs/routing"}