# WideResearch → HLE w/ tools

Calibration · https://benchgap.net/calibration/1685 · data retrieved 2026-10-29

HLE w/ tools is estimated from WideResearch with a linear curve fitted on 7 models measured on both: y = 1.1150·x + -0.3544, R² = 0.84, cross-validated error 5.3 pp. It is used for 0 estimates.

## Fitted on

| Model | WideResearch | HLE w/ tools |
|---|---|---|
| [dots3-note Preview](https://benchgap.net/model/dots3-note-preview.md) | 78.9% | 52.6% |
| [GLM-5](https://benchgap.net/model/glm-5.md) | 69.8% | 50.4% |
| [Hy4 preview](https://benchgap.net/model/hy4-preview.md) | 83.9% | 55.4% |
| [Ornith-1.5-35B-A3B](https://benchgap.net/model/ornith-1-5-35b-a3b.md) | 67.8% | 33.4% |
| [Ornith-1.5-397B](https://benchgap.net/model/ornith-1-5-397b.md) | 80.8% | 56.1% |
| [Ornith-1.5-9B](https://benchgap.net/model/ornith-1-5-9b.md) | 59.5% | 30.5% |
| [Qwen3.8 Max](https://benchgap.net/model/qwen3-8-max.md) | 81.9% | 56.2% |