See where LLM spend actually goes

Provider breakdowns and optimization hints from your usage logs

What ships, and what we publish about it.

What it is.

Import usage exports and see which models, projects, and call types drive cost before the invoice surprises you.

LLM Usage Analyzer is a free internal tool pattern for teams running multiple AI providers. Upload or paste usage logs to see spend by provider, flag expensive long-context calls, and spot obvious model downgrades that would cut monthly cost without touching product quality.

Feature index.

Mechanics that are in the current build. Planned work stays out of this table until it ships.