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Qwen3.6 35B A3B (Non-reasoning) vs Sarvam M (Reasoning)
Alibaba vs Sarvam — side-by-side benchmark comparison
| Qwen3.6 35B A3B (Non-reasoning) | Sarvam M (Reasoning) | |
|---|---|---|
| Intelligence Index | 31.5 | 8.4 |
| Coding Index | 17.6 | 7.5 |
| Math Index | — | — |
| Output speed (tok/s) | 169.5 | 142.2 |
| Blended price ($/1M) | $0.84 | $0.00 |
| Time to first token (s) | 1.47s | 1.16s |
| aime | — | 20.3% |
| aime 25 | — | — |
| artificial analysis coding index | 17.60 | 7.50 |
| artificial analysis intelligence index | 31.50 | 8.40 |
| artificial analysis math index | — | — |
| gpqa | 81.7% | 41.6% |
| hle | 12.5% | 3.3% |
| ifbench | 36.2% | 31.8% |
| lcr | 56.7% | 0.0% |
| livecodebench | — | 29.5% |
| math 500 | — | 84.7% |
| mmlu pro | — | 69.6% |
| scicode | 1.3% | 17.8% |
| tau2 | 85.1% | 0.0% |
| terminalbench hard | 25.8% | 2.3% |
Benchmark data from Artificial Analysis.