# SuperGPQA → MMLU-Redux

Calibration · https://benchgap.net/calibration/1450 · data retrieved 2026-10-29

MMLU-Redux is estimated from SuperGPQA with a Michaelis–Menten curve fitted on 9 models measured on both: y = 1.1441·x / (0.14541 + x), R² = 0.99, cross-validated error 0.9 pp. It is used for 2 estimates.

| Estimated model | SuperGPQA | MMLU-Redux | Source |
|---|---|---|---|
| [Seed 2.1 Pro](https://benchgap.net/model/seed-2-1-pro.md) | 70.8% | 94.9% | estimated ± 0.9 pp, high confidence |
| [Seed 2.1 Turbo](https://benchgap.net/model/seed-2-1-turbo.md) | 67.4% | 94.1% | estimated ± 0.9 pp, high confidence |

## Fitted on

| Model | SuperGPQA | MMLU-Redux |
|---|---|---|
| [Claude Opus 4.5](https://benchgap.net/model/claude-opus-4-5.md) | 70.6% | 96.6% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 69.2% | 94.5% |
| [MiniCPM5-1B](https://benchgap.net/model/minicpm5-1b.md) | 23.1% | 70.1% |
| [MiniCPM5-2B](https://benchgap.net/model/minicpm5-2b.md) | 40.8% | 84.7% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 70.4% | 94.9% |
| [Qwen3.6-27B](https://benchgap.net/model/qwen3-6-27b.md) | 66.0% | 93.5% |
| [Qwen3.6 Plus](https://benchgap.net/model/qwen3-6-plus.md) | 71.6% | 94.5% |
| [Qwen3.7 Max](https://benchgap.net/model/qwen3-7-max.md) | 73.6% | 95.0% |
| [Qwen3.7 Plus](https://benchgap.net/model/qwen3-7-plus.md) | 71.4% | 94.5% |