The same latest model predictions are shown under three weighting schemes. Product weights were chosen after earlier results were observed; this sensitivity view is not a trained-model improvement.
| Model | Current 30/25/15/15/15 | Earlier 25/25/15/15/20 | Original four-panel mean |
|---|---|---|---|
| Lux | 76.72 | 76.43 | 79.06 |
| Nox | 73.09 | 72.42 | 75.03 |
| Kev-9B | 71.89 | 72.01 | 73.19 |
| Kev-4B | 70.09 | 70.30 | 71.73 |
| Qwen3.5-9B | 69.73 | 69.70 | 71.99 |
| Decider | 67.71 | 67.97 | 71.75 |
| Qwen3.5-4B | 67.29 | 67.24 | 70.25 |
| Sol | 66.32 | 65.48 | 70.14 |
| Kev-0.8B | 58.28 | 58.33 | 59.75 |
| Qwen3.5-2B | 57.24 | 57.20 | 60.54 |
| Laya · English | 51.03 | 50.85 | 51.76 |
| Laya · Multilingual | 47.19 | 47.18 | 48.56 |
| Jev | 81.05 | 81.45 | 82.45 |