Gemma 4 12B (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 #200 across 566
No rank
Rank #32 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 | 22.0 | #200 |
| GPQA | reasoning | 75.3% | #200 |
| Humanity's Last Exam | reasoning | 14.8% | #141 |
| SciCode | coding, reasoning | 38.2% | #179 |
| Output Speed |
| speed |
| 125.3 tok/s |
| #102 |
| Time to First Token | speed | 1.29s | #187 |
| Blended Price | cost | $0.150/M | #32 |
| Input Price | cost | $0.100/M | #28 |
| Output Price | cost | $0.300/M | #37 |
| Value Index | cost, overall | 146.7 | #18 |