9 tasks covering: ModelStats aggregation, comparison metrics, self-correction scanner, Ink components, CLI command, dashboard integration.
Side-by-side comparison of any two AI models using normalized metrics: cost/call, one-shot rate, retry rate, self-correction rate, cache hit. Accessible via codeburn compare and dashboard [c] shortcut.