Gemma 4 31B (Non-reasoning) is a Google Gemma open-model profile, aimed at developers who want deployable Google-developed models rather than hosted Gemini-only access. The benchmark data is especially useful for comparing its efficiency and capability against similarly sized open and open-weight alternatives.
Introducing GemmaRank #196 across 526
Rank #104 across 436
Rank #78 across 357
Percentile score by analysis domain.
* Cost is inverted: lower input, output, and blended prices rank higher.
Higher bars mean stronger relative placement.
| Metric | Domain | Value | Rank |
|---|---|---|---|
| Artificial Analysis Intelligence Index | overall | 24.8 | #196 |
| Artificial Analysis Coding Index | coding | 33.9 | #104 |
| GPQA | reasoning | 76.3% | #160 |
| Humanity's Last Exam | reasoning | 11.5% | #147 |
| SciCode |
| coding, reasoning |
| 41.1% |
| #86 |
| Output Speed | speed | 54.9 tok/s | #220 |
| Time to First Token | speed | 0.85s | #106 |
| Blended Price | cost | $0.205/M | #78 |
| Input Price | cost | $0.140/M | #78 |
| Output Price | cost | $0.400/M | #65 |
| Value Index | cost, overall | 121.0 | #44 |