# Benchmark Final Verdict

## Verdict

`adopt_with_improvements`

## Key numbers

- Questions total: `35`
- Route mismatches: `7`
- Degraded answers: `0`
- Avg latency ms: `506.43`
- p95 latency ms: `1024.5`

## Recommendation

1. Fix ontology unknown mapping hotspots.
2. Tune heavy-route threshold (`store_feature_risk` vs `batch_refresh_then_store`).
3. Implement full production orchestration runtime.