HumanEval.org

Benchmarks

SWE-bench Verified

last retrieved 2026-09-08 21:40 UTC

Third-party scores shown as context with provenance — our own arena ratings from blind human votes stay alongside every row and remain the primary signal.

ModelSWE-bench VerifiedObservedSource
Llama 4 MaverickMeta21.0%2025-07-20source ↗

— = not yet evaluated by HumanEval (no eligible arena votes). External values are the newest observation per model; hover a value for source notes and a rating for its 95% CI. Unit: %, higher is better.

Not enough overlap with our arena ratings for a correlation scatter yet — fewer than two scored models are rated.