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NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) vs Qwen3.5 122B A10B (Non-reasoning)
NVIDIA vs Alibaba — side-by-side benchmark comparison
| NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning) | Qwen3.5 122B A10B (Non-reasoning) | |
|---|---|---|
| Intelligence Index | 10.1 | 35.9 |
| Coding Index | 5.9 | 31.6 |
| Math Index | 26.7 | — |
| Output speed (tok/s) | 227.4 | 165.9 |
| Blended price ($/1M) | $0.30 | $1.10 |
| Time to first token (s) | 0.63s | 1.06s |
| aime | — | — |
| aime 25 | 26.7% | — |
| artificial analysis coding index | 5.90 | 31.60 |
| artificial analysis intelligence index | 10.10 | 35.90 |
| artificial analysis math index | 26.70 | — |
| gpqa | 43.9% | 82.7% |
| hle | 4.5% | 14.8% |
| ifbench | 25.9% | 50.8% |
| lcr | 17.0% | 56.0% |
| livecodebench | 34.5% | — |
| math 500 | — | — |
| mmlu pro | 64.9% | — |
| scicode | 17.6% | 35.6% |
| tau2 | 19.3% | 84.5% |
| terminalbench hard | 0.0% | 29.5% |
Benchmark data from Artificial Analysis.