๐ Performance Benchmarking
/docs/core-features/performance-benchmarking
| Capability | Description | Output |
|---|---|---|
| Statistical Analysis | Mean, median, P95, P99, stddev | Comprehensive metrics |
| Memory Tracking | Heap, RSS, external, array buffers | Resource monitoring |
| Auto-Calibration | Automatic iteration adjustment | Statistical significance |
| Regression Detection | Baseline comparison | Change detection |
| V3 Target Validation | Built-in performance targets | Pass/fail checking |
V3 Benchmark Targets
| Category | Benchmark | Target |
|---|---|---|
| Startup | CLI cold start | <500ms |
| Startup | MCP server init | <400ms |
| Startup | Agent spawn | <200ms |
| Memory | Vector search | <1ms |
| Memory | HNSW indexing | <10ms |
| Memory | Memory write | <5ms |
| Swarm | Agent coordination | <50ms |
| Swarm | Consensus latency | <100ms |
| Neural | SONA adaptation | <0.05ms |