Empirical Routing Intelligence for Coding Agents
Stop guessing model capabilities from synthetic benchmarks. Kangarouter provides statistically rigorous, Wilson-calibrated routing priors derived from verifiable test-suite acceptance across multi-model fleets.
Live Network Intelligence State
Real-time aggregate data aggregated across independent federated clusters
Why Empirical Routing Wins
The first AI routing data network designed around enterprise privacy and statistical rigor.
Strict Zero-Code Leakage
Local engines enforce ledger-privacy filters before anything leaves the machine. No prompts, code diffs, transcripts, or credentials are ever recorded.
Wilson Score Confidence
Eliminates ranking flap. Model performance is evaluated using 95% Wilson lower bounds with anti-flap hysteresis across multiple provider windows.
Data Co-op Economics
Sparse/edge-case task queries are 100% free. Submitting verified receipts earns contributor credits to spend querying mature, high-confidence cohorts.
Quick Integration API
GET /v1/route-priorscurl -X GET "https://api.kangarouter.com/v1/route-priors?shapeKey=implementation|MEDIUM|M|MULTI_FILE|WORKTREE_WRITE" \ -H "Authorization: Bearer kr_live_your_key"