AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

Model reports

SkillsBench

Measures whether curated Agent Skills raise agent pass rates, not raw model capability; the meaningful figure is the paired no-Skills versus curated-Skills gap. The release date follows the paper's first submission.

Evaluation context and evidence

Source
Model reports
Publisher
Not recorded
Benchmark release
2026-02-13
Collected
Not recorded
Modality
Not recorded

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 1

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Hy4 preview62.9percentSkillsBench V12026-08-28 · document_publicationHy4 preview