Evidence

Conformance proves a contract, regression protects observed behavior, performance measures resource cost, and scientific evidence evaluates a method claim. PanorAi reports these categories separately.

The complete benchmark catalog separates runtime evidence from accuracy and scientific claims. Its machine-readable source is benchmarks/catalog.json. The reproducible workflow is described in Tutorial: benchmark speed and geometric accuracy.