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Ling-mini-2.0 vs Qwen3 30B A3B 2507 Instruct
InclusionAI vs Alibaba — side-by-side benchmark comparison
| Ling-mini-2.0 | Qwen3 30B A3B 2507 Instruct | |
|---|---|---|
| Intelligence Index | 9.2 | 15.0 |
| Coding Index | 5.0 | 14.2 |
| Math Index | 49.3 | 66.3 |
| Output speed (tok/s) | 0.0 | 102.1 |
| Blended price ($/1M) | $0.00 | $0.21 |
| Time to first token (s) | 0.00s | 0.98s |
| aime | — | 72.7% |
| aime 25 | 49.3% | 66.3% |
| artificial analysis coding index | 5.00 | 14.20 |
| artificial analysis intelligence index | 9.20 | 15.00 |
| artificial analysis math index | 49.30 | 66.30 |
| gpqa | 56.2% | 65.9% |
| hle | 5.0% | 6.8% |
| ifbench | 23.6% | 33.1% |
| lcr | 6.7% | 22.7% |
| livecodebench | 42.9% | 51.5% |
| math 500 | — | 97.5% |
| mmlu pro | 67.1% | 77.7% |
| scicode | 13.5% | 30.4% |
| tau2 | 13.2% | 10.2% |
| terminalbench hard | 0.8% | 6.1% |
Benchmark data from Artificial Analysis.