Benchmarks · Assay umbrella

Benchmark status for commercial vertical AI.

Assay benchmarks measure work that public leaderboards do not cover: the released active surface is adtech bid decisions. Claims, compliance reads, on-device routing, and other narrow workflows remain future candidates until their own artefacts are ready. This page separates released results from draft specifications and planned releases.

Current status: 1 released leaderboard available. The open assay-harness and methodology draft are available now.

Methodology: /methodology. Release cadence: see /roadmap.