eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
multimodal — A model that works with more than text — reading images, audio, or video, and sometimes generating them too.
benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
Why it matters
Vibe-evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition → is an open, deliberately hard multimodalA model that works with more than text — reading images, audio, or video, and sometimes generating them too.Full definition →benchmarkA standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.Full definition → with 269 expert-authored prompts, verified ground truth, and a lightweight automatic grader. It targets the gap where multiple-choice benchmarks like MMMU cannot separate frontier chat models.
