Calibration
MMLU → Artificial Analysis Intelligence Index
Artificial Analysis Intelligence Index is estimated from MMLU with a inverse Michaelis–Menten curve fitted on 6 models measured on both: y = 0.02833·(x − 0.0000) / (0.0000 + 1.0942 − x), R² = 0.86, cross-validated error 1.3 pp. It is used for 1 estimate.
| Estimated model | MMLU | Artificial Analysis Intelligence Index | Source |
|---|---|---|---|
| LongCat-Flash-Lite-Sparse | 85.3% | 10.0% | estimated ± 1.3 pp, medium confidence |