Gemma 4 12B (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 #309 across 566
No rank
Rank #31 across 371
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 | 13.2 | #309 |
| GPQA | reasoning | 66.1% | #291 |
| Humanity's Last Exam | reasoning | 6.2% | #290 |
| SciCode | coding, reasoning | 29.7% | #302 |
| Output Speed |
| speed |
| 121.2 tok/s |
| #112 |
| Time to First Token | speed | 1.72s | #219 |
| Blended Price | cost | $0.150/M | #31 |
| Input Price | cost | $0.100/M | #27 |
| Output Price | cost | $0.300/M | #36 |
| Value Index | cost, overall | 88.0 | #35 |