Calibration
SciCode → LiveCodeBench v6
LiveCodeBench v6 is estimated from SciCode with a Hill curve fitted on 14 models measured on both: y = 0.6575 + (0.9644 − 0.6575)·x^6.00 / (0.41494^6.00 + x^6.00), R² = 0.88, cross-validated error 4.4 pp. It is used for 9 estimates.
| Estimated model | SciCode | LiveCodeBench v6 | Source |
|---|---|---|---|
| Step 5 Preview | 58.9% | 93.1% | estimated ± 4.4 pp, high confidence |
| Hy3 Preview | 41.2% | 80.8% | estimated ± 4.4 pp, high confidence |
| Ling 3.0 Flash FP8 | 40.4% | 79.8% | estimated ± 4.4 pp, high confidence |
| Mercury 2.5 | 38.0% | 77.1% | estimated ± 4.4 pp, high confidence |
| K-EXAONE 2.0 | 37.4% | 76.5% | estimated ± 4.4 pp, high confidence |
| LFM2.5-24B-A2B | 32.7% | 71.7% | estimated ± 4.4 pp, high confidence |
| Nemotron 3 Nano Omni 30B A3B | 32.0% | 71.1% | estimated ± 4.4 pp, high confidence |
| Nemotron 3.5 Lightning 30B A3B NVFP4 | 31.4% | 70.6% | estimated ± 4.4 pp, high confidence |
| Ling 2.6 Flash | 27.0% | 67.9% | estimated ± 4.4 pp, high confidence |
Fitted on
| Model | SciCode | LiveCodeBench v6 |
|---|---|---|
| A.X K2 | 41.0% | 84.0% |
| Agents-A1-4B | 29.6% | 59.6% |
| Granite 4.2 30B | 38.8% | 75.8% |
| Granite 4.2 3B | 24.1% | 69.7% |
| Granite 4.2 8B | 36.1% | 73.2% |
| Kimi K2.6 | 52.2% | 89.6% |
| Kimi K2.5 | 48.7% | 85.0% |
| LFM3-1.7B | 28.5% | 73.5% |
| MiniCPM5-2B | 26.3% | 69.1% |
| Nemotron 3 Ultra | 44.6% | 89.0% |
| Qwen3.7 Max | 53.5% | 91.6% |
| Qwen3.7 Plus | 51.3% | 89.6% |
| Sakana Fugu | 60.1% | 92.9% |
| Sakana Fugu-Ultra | 58.7% | 93.2% |