A reproduction of the architecture described in "Jev's Architecture Unmasked"; the only one that measured the real Jev on its own frozen dev sets and published a research log.
Reported by the authors or by third parties, on their own suites. Not comparable to the leaderboard above; attributed so you can check them.
Measured on: decision-v4 and transfer-v4 frozen dev sets
Independent measurement of Jev via Vercel AI Gateway; repo public.
Kev 0.6B has not been run through the benchmark yet; the figures on this page are its authors' own and are not comparable to the leaderboard until a row exists.
Yes. jaredpalmer/kev-0.6b is released under Apache 2.0 and runs on your own hardware with the kev (GitHub) library.
No. Kev 0.6B answers questions about text and never returns spans; use a GLiNER-family model for extraction.