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Claude 4.1 Opus (Non-reasoning) vs Ling-flash-2.0
Anthropic vs InclusionAI — side-by-side benchmark comparison
| Claude 4.1 Opus (Non-reasoning) | Ling-flash-2.0 | |
|---|---|---|
| Intelligence Index | 36.0 | 15.7 |
| Coding Index | — | 16.7 |
| Math Index | — | 65.3 |
| Output speed (tok/s) | 44.7 | 81.3 |
| Blended price ($/1M) | $32.81 | $0.25 |
| Time to first token (s) | 1.63s | 1.59s |
| aime | — | — |
| aime 25 | — | 65.3% |
| artificial analysis coding index | — | 16.70 |
| artificial analysis intelligence index | 36.00 | 15.70 |
| artificial analysis math index | — | 65.30 |
| gpqa | — | 65.7% |
| hle | — | 6.3% |
| ifbench | — | 34.4% |
| lcr | — | 15.0% |
| livecodebench | — | 58.9% |
| math 500 | — | — |
| mmlu pro | — | 77.7% |
| scicode | — | 28.9% |
| tau2 | — | 20.8% |
| terminalbench hard | — | 10.6% |
Benchmark data from Artificial Analysis.