Calibration
AA-SciCode → React Native Evals
React Native Evals is estimated from AA-SciCode with a linear curve fitted on 6 models measured on both: y = 0.4248·x + 0.5543, R² = 0.56, cross-validated error 4.7 pp. It is used for 24 estimates.
| Estimated model | AA-SciCode | React Native Evals | Source |
|---|---|---|---|
| A.X K2 | 41.0% | 72.8% | estimated ± 4.7 pp, medium confidence |
| Claude Haiku 5.5 | 55.0% | 78.8% | estimated ± 4.7 pp, medium confidence |
| Claude Opus 5.5 | 66.9% | 83.8% | estimated ± 4.7 pp, low confidence |
| Claude Sonnet 5.5 | 61.0% | 81.3% | estimated ± 4.7 pp, low confidence |
| DeepSeek V3 0324 | 39.0% | 72.0% | estimated ± 4.7 pp, medium confidence |
| DeepSeek V4.1 Flash | 51.9% | 77.5% | estimated ± 4.7 pp, medium confidence |
| GPT-6.1 Sol | 54.2% | 78.5% | estimated ± 4.7 pp, medium confidence |
| GPT-6 Luna | 54.6% | 78.6% | estimated ± 4.7 pp, medium confidence |
| GPT-6 Sol | 57.6% | 79.9% | estimated ± 4.7 pp, medium confidence |
| Granite 4.2 30B | 37.8% | 71.5% | estimated ± 4.7 pp, medium confidence |
| Granite 4.2 3B | 25.3% | 66.2% | estimated ± 4.7 pp, low confidence |
| Grok 4.7 | 57.4% | 79.8% | estimated ± 4.7 pp, medium confidence |
| K-EXAONE 2.0 | 42.0% | 73.3% | estimated ± 4.7 pp, medium confidence |
| Ling 3.0 Flash VL | 44.2% | 74.2% | estimated ± 4.7 pp, medium confidence |
| Ling 3.0 Tiny | 24.2% | 65.7% | estimated ± 4.7 pp, low confidence |
| Ling 3.1 Flash | 54.1% | 78.4% | estimated ± 4.7 pp, medium confidence |
| Mercury 2.5 | 38.5% | 71.8% | estimated ± 4.7 pp, medium confidence |
| MiMo-V2.6-Flash | 51.3% | 77.2% | estimated ± 4.7 pp, medium confidence |
| MiMo-V2.6-Pro | 60.9% | 81.3% | estimated ± 4.7 pp, low confidence |
| MiniCPM5-2B | 26.3% | 66.6% | estimated ± 4.7 pp, low confidence |
| North Mini Code | 38.8% | 71.9% | estimated ± 4.7 pp, medium confidence |
| Solar Pro 3 | 25.5% | 66.3% | estimated ± 4.7 pp, low confidence |
| Solar Pro 4 | 44.6% | 74.4% | estimated ± 4.7 pp, medium confidence |
| Step 5 Preview | 58.9% | 80.5% | estimated ± 4.7 pp, low confidence |