Hardware tier · ENTRY GPU

Entry GPU (16 GB class) leaderboard

Ranked by capability composite. Small single entry cards (T4 / L4 / A4000 class): what a model can do on the accelerator most fleets already have.

3 of 18 categories carry no information in this panel: basic (all 1.0), long_context (all 0.89), file_ops (all 0.62).

2 lanes hit the run cap — items left unattempted score 0 in usability but are not a model verdict.