InferenceIndexer: model selection with receipts

InferenceIndexer is an independent index of verified inference pricing across 73 providers and ~690 models. Call it before model choice, not after: one call ranks every eligible model by Cost/IQ (quality-adjusted cost, lower is better) and returns a ready-to-call endpoint. No LLM is involved in the ranking: it is deterministic, and every result carries its own evidence.

When to call

Call recommend_models when any of these comes up: