{"recommended":{"id":"ionos::mistral-small-3.2","name":"mistral-small-3.2 @ IONOS AI Model Hub","provider":"IONOS AI Model Hub","capability":null,"residency":"eu-de","residency_note":"German hyperscaler, ISO 27001, data stays in German data centres. Serves open-weight models only.","cost_per_job":0.00123,"verification":"tracked","checked_at":null},"reason":"cheapest of 5 eligible models. This task needs 50+ (multi-file reasoning and a correct patch), but the pick has no published capability score — 0 scored models cleared the floor and 5 unscored were included at your request, and this was cheapest of all of them.","runner_up":{"id":"ionos::llama-3.3-70b","name":"llama-3.3-70b @ IONOS AI Model Hub","cost_per_job":0.001845,"pct_more":50},"assumptions":{"task":"code-fix","tokens_in":9000,"tokens_out":1100,"min_capability":50,"cache_hit_rate":0,"residency":"eu-de","capability_floors_are":"heuristics, not measured pass rates — validate on your own traffic before relying on them","output_tokens_scaled_by":"each model's answer-length factor"},"warnings":["No model with a published capability score satisfies residency \"eu-de\", so unscored models were included. The pick below is compliant and cheap but its capability is unmeasured — sample it before trusting it with work that needs a 50+ model.","included 5 model(s) with no capability score at your request: ionos::gpt-oss-120b, ionos::llama-3.3-70b, ionos::mistral-small-3.2, stackit::gpt-oss-120b, aleph::pharia-1-llm-7b"],"excluded":[{"id":"grok46","reason":"residency us does not satisfy eu-de"},{"id":"gem37f","reason":"residency global does not satisfy eu-de"},{"id":"opus5","reason":"residency us does not satisfy eu-de"},{"id":"gpt56sol","reason":"residency us does not satisfy eu-de"},{"id":"fable5","reason":"residency us does not satisfy eu-de"},{"id":"opus48","reason":"residency us does not satisfy eu-de"},{"id":"gpt56ter","reason":"residency us does not satisfy eu-de"},{"id":"son5","reason":"residency us does not satisfy eu-de"},{"id":"son46","reason":"residency us does not satisfy eu-de"},{"id":"kimik3","reason":"residency non-eu does not satisfy eu-de"},{"id":"gem31p","reason":"residency global does not satisfy eu-de"},{"id":"gpt56lun","reason":"residency us does not satisfy eu-de"}],"considered":[{"id":"ionos::mistral-small-3.2","cost_per_job":0.00123,"capability":null},{"id":"ionos::llama-3.3-70b","cost_per_job":0.001845,"capability":null},{"id":"ionos::gpt-oss-120b","cost_per_job":0.00246,"capability":null},{"id":"stackit::gpt-oss-120b","cost_per_job":0.002706,"capability":null},{"id":"aleph::pharia-1-llm-7b","cost_per_job":0.00738,"capability":null}],"capability_unverified":true}