Codeforces — Codeforces Elo from Gemma cards; kept separate from CodeForces rating (diff source, low min outlier)
| # | Model | Vendor | Best score | Runs | Last seen |
|---|---|---|---|---|---|
| 1 | Gemma 4 31B | 2150 | 26 | 2026-06-06 | |
| 2 | Gemma 4 26B A4B | 1718 | 26 | 2026-06-06 | |
| 3 | Gemma 4 12B | 1659 | 26 | 2026-07-17 | |
| 4 | Gemma 4 E4B | 940 | 31 | 2026-07-11 | |
| 5 | Gemma 4 E2B | 633 | 36 | 2026-07-21 | |
| 6 | Gemini 3.1 Pro | 405 | 1 | 2026-07-05 | |
| 7 | Gemma 3 27B | 110 | 27 | 2026-07-10 |
Best tracked score per model (default configuration; source-attributed and verification-tiered). Open a model for its full benchmark surface, provenance and pricing.