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Molmo2-8B vs GPT-5.4 (Non-reasoning)
Allen Institute for AI vs OpenAI — side-by-side benchmark comparison
| Molmo2-8B | GPT-5.4 (Non-reasoning) | |
|---|---|---|
| Intelligence Index | 7.3 | 35.4 |
| Coding Index | 4.4 | 41.0 |
| Math Index | — | — |
| Output speed (tok/s) | 0.0 | 70.9 |
| Blended price ($/1M) | $0.00 | $5.63 |
| Time to first token (s) | 0.00s | 0.60s |
| aime | — | — |
| aime 25 | — | — |
| artificial analysis coding index | 4.40 | 41.00 |
| artificial analysis intelligence index | 7.30 | 35.40 |
| artificial analysis math index | — | — |
| gpqa | 42.5% | 74.8% |
| hle | 4.4% | 10.6% |
| ifbench | 26.9% | 48.4% |
| lcr | 0.0% | 47.3% |
| livecodebench | — | — |
| math 500 | — | — |
| mmlu pro | — | — |
| scicode | 13.3% | 47.1% |
| tau2 | 0.0% | 35.1% |
| terminalbench hard | 0.0% | 37.9% |
Benchmark data from Artificial Analysis.