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Qwen3.5 0.8B (Non-reasoning) vs Qwen3 VL 4B (Reasoning)
Alibaba vs Alibaba — side-by-side benchmark comparison
| Qwen3.5 0.8B (Non-reasoning) | Qwen3 VL 4B (Reasoning) | |
|---|---|---|
| Intelligence Index | 9.9 | 13.7 |
| Coding Index | 1.0 | 6.7 |
| Math Index | — | 25.7 |
| Output speed (tok/s) | 96.3 | 0.0 |
| Blended price ($/1M) | $0.02 | $0.00 |
| Time to first token (s) | 0.26s | 0.00s |
| aime | — | — |
| aime 25 | — | 25.7% |
| artificial analysis coding index | 100.0% | 6.70 |
| artificial analysis intelligence index | 9.90 | 13.70 |
| artificial analysis math index | — | 25.70 |
| gpqa | 23.6% | 49.4% |
| hle | 4.9% | 4.4% |
| ifbench | 21.6% | 36.6% |
| lcr | 6.7% | 21.3% |
| livecodebench | — | 32.0% |
| math 500 | — | — |
| mmlu pro | — | 70.0% |
| scicode | 2.9% | 17.1% |
| tau2 | 65.2% | 15.5% |
| terminalbench hard | 0.0% | 1.5% |
Benchmark data from Artificial Analysis.