Model bench

A benchmark harness for choosing models on evidence instead of habit: frozen labels, fabrication gates, blind cross-vendor judging, and cost and latency rate cards. Because everything is cached, a new model release only needs its own answers run, so testing it is a habit instead of a project.

The thinking behind it is in You manage AI now.