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Claude 4.1 Opus (Non-reasoning) vs Ling-1T
Anthropic vs InclusionAI — side-by-side benchmark comparison
| Claude 4.1 Opus (Non-reasoning) | Ling-1T | |
|---|---|---|
| Intelligence Index | 36.0 | 19.0 |
| Coding Index | — | 18.8 |
| Math Index | — | 71.3 |
| Output speed (tok/s) | 44.7 | 0.0 |
| Blended price ($/1M) | $32.81 | $0.00 |
| Time to first token (s) | 1.63s | 0.00s |
| aime | — | — |
| aime 25 | — | 71.3% |
| artificial analysis coding index | — | 18.80 |
| artificial analysis intelligence index | 36.00 | 19.00 |
| artificial analysis math index | — | 71.30 |
| gpqa | — | 71.9% |
| hle | — | 7.2% |
| ifbench | — | 34.8% |
| lcr | — | 34.7% |
| livecodebench | — | 67.7% |
| math 500 | — | — |
| mmlu pro | — | 82.2% |
| scicode | — | 35.2% |
| tau2 | — | 32.7% |
| terminalbench hard | — | 10.6% |
Benchmark data from Artificial Analysis.