Corrections

Last verified/updated: 2026-10-06

We publish specifications transcribed from vendor pages, and will later publish numbers computed from public votes; both can be wrong, and this page is how they get fixed. A correction can come from anyone — a reader, a vendor, a competing lab — and every accepted correction is logged below with its date and what changed.

How a correction works. First, the claim is checked against a primary source: for model facts, the vendor's own documentation page; for future leaderboard numbers, the published data snapshot. Second, the fix is applied at the data or text level — never as a silent edit — and the page's 'last verified' date moves forward. Third, the entry is appended to the log on this page. Corrections that change a catalogue row are additionally reflected in the downloadable snapshot.

To challenge a model fact, link the vendor page that states the correct value; to challenge a future leaderboard number, point at the snapshot row you disagree with and explain why. Reach the team via the contact page. Nothing on this site is immune to correction, including this policy.

Log. 2026-10-06 — the synthetic demonstration dataset that stood in for the leaderboard during development was removed in full and replaced by a catalogue of real models, each fact cited to the vendor page it was read from. Every rating, vote count and head-to-head figure on the site was deleted at the same time; the arena publishes none until real voting begins.