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Gemma 4 31B (Non-reasoning) vs Molmo2-8B
Google vs Allen Institute for AI — side-by-side benchmark comparison
| Gemma 4 31B (Non-reasoning) | Molmo2-8B | |
|---|---|---|
| Intelligence Index | 32.3 | 7.3 |
| Coding Index | 33.9 | 4.4 |
| Math Index | — | — |
| Output speed (tok/s) | 18.0 | 0.0 |
| Blended price ($/1M) | $0.20 | $0.00 |
| Time to first token (s) | 0.60s | 0.00s |
| aime | — | — |
| aime 25 | — | — |
| artificial analysis coding index | 33.90 | 4.40 |
| artificial analysis intelligence index | 32.30 | 7.30 |
| artificial analysis math index | — | — |
| gpqa | 76.3% | 42.5% |
| hle | 11.5% | 4.4% |
| ifbench | 53.5% | 26.9% |
| lcr | 36.0% | 0.0% |
| livecodebench | — | — |
| math 500 | — | — |
| mmlu pro | — | — |
| scicode | 41.1% | 13.3% |
| tau2 | 65.5% | 0.0% |
| terminalbench hard | 30.3% | 0.0% |
Benchmark data from Artificial Analysis.