Kalibr makes any agent autonomous.

Every model. Every task type. Hundreds of thousands of outcomes already mapped.

Kalibr maps how models perform for different agents, across different task types using real production outcome data, not benchmarks. Every agent run through Kalibr feeds back into this graph: what was asked, which model was used, and whether it succeeded. When your agent runs, Kalibr routes it to the model most likely to succeed for that exact task type, based on what has actually worked at scale, and switches models if one fails.