# SkillsBench → WideResearch

Calibration · https://benchgap.net/calibration/1440 · data retrieved 2026-10-29

WideResearch is estimated from SkillsBench with a Hill curve fitted on 6 models measured on both: y = 0.3703 + (0.8383 − 0.3703)·x^6.00 / (0.36277^6.00 + x^6.00), R² = 0.93, cross-validated error 1.3 pp. It is used for 1 estimate.

| Estimated model | SkillsBench | WideResearch | Source |
|---|---|---|---|
| [Muse Glimmer 30B](https://benchgap.net/model/muse-glimmer-30b.md) | 44.3% | 73.0% | estimated ± 1.3 pp, low confidence |

## Fitted on

| Model | SkillsBench | WideResearch |
|---|---|---|
| [Atria Dawn Preview](https://benchgap.net/model/atria-dawn-preview.md) | 66.4% | 81.9% |
| [dots3-note Preview](https://benchgap.net/model/dots3-note-preview.md) | 52.8% | 78.9% |
| [Hy4 preview](https://benchgap.net/model/hy4-preview.md) | 62.9% | 83.9% |
| [Ling 3.0 Flash](https://benchgap.net/model/ling-3-0-flash.md) | 44.8% | 73.6% |
| [Ling 3.1 Flash](https://benchgap.net/model/ling-3-1-flash.md) | 68.7% | 83.3% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 70.2% | 81.9% |