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Qwen3 Next 80B A3B Instruct vs Ring-2.6-1T
Alibaba vs InclusionAI — side-by-side benchmark comparison
| Qwen3 Next 80B A3B Instruct | Ring-2.6-1T | |
|---|---|---|
| Intelligence Index | 20.1 | 38.5 |
| Coding Index | 15.3 | 33.3 |
| Math Index | 66.3 | — |
| Output speed (tok/s) | 141.2 | 127.7 |
| Blended price ($/1M) | $0.88 | $0.85 |
| Time to first token (s) | 1.19s | 1.89s |
| aime | — | — |
| aime 25 | 66.3% | — |
| artificial analysis coding index | 15.30 | 33.30 |
| artificial analysis intelligence index | 20.10 | 38.50 |
| artificial analysis math index | 66.30 | — |
| gpqa | 73.8% | 85.7% |
| hle | 7.3% | 18.3% |
| ifbench | 39.7% | 44.6% |
| lcr | 51.3% | 64.3% |
| livecodebench | 68.4% | — |
| math 500 | — | — |
| mmlu pro | 81.9% | — |
| scicode | 30.7% | 42.4% |
| tau2 | 21.6% | 92.4% |
| terminalbench hard | 7.6% | 28.8% |
Benchmark data from Artificial Analysis.