Test Result Reporting And Analytics

via “test run management and result persistence”

LLM evaluation framework — 14+ metrics, faithfulness/hallucination detection, Pytest integration.

Unique: Implements test run management as a first-class abstraction with metadata capture, persistence, and querying capabilities; supports both local and cloud storage with automatic sync to Confident AI platform

vs others: More comprehensive than ad-hoc result logging because it provides structured test run metadata, historical comparison, and cloud sync for team collaboration