Calibration
BrowseComp → OSWorld-Verified
OSWorld-Verified is estimated from BrowseComp with a Hill curve fitted on 13 models measured on both: y = 0.4576 + (1.2000 − 0.4576)·x^6.00 / (0.88159^6.00 + x^6.00), R² = 0.85, cross-validated error 5.4 pp. It is used for 21 estimates.
| Estimated model | BrowseComp | OSWorld-Verified | Source |
|---|---|---|---|
| Agents-A1 | 75.5% | 66.8% | estimated ± 5.4 pp, medium confidence |
| Agents-A1-4B | 66.8% | 57.6% | estimated ± 5.4 pp, medium confidence |
| dots3-note Preview | 83.3% | 76.6% | estimated ± 5.4 pp, medium confidence |
| GLM-4.7 | 52.0% | 48.8% | estimated ± 5.4 pp, low confidence |
| GPT-5.4 Pro | 89.3% | 84.3% | estimated ± 5.4 pp, low confidence |
| GPT-5.5 Pro | 90.1% | 85.3% | estimated ± 5.4 pp, low confidence |
| Inkling | 77.1% | 68.7% | estimated ± 5.4 pp, medium confidence |
| Inkling-Small | 77.4% | 69.1% | estimated ± 5.4 pp, medium confidence |
| Kimi K2.5 | 60.6% | 52.8% | estimated ± 5.4 pp, low confidence |
| Kimi K2.5 (Reasoning) | 60.6% | 52.8% | estimated ± 5.4 pp, low confidence |
| Ling 3.0 Flash | 72.2% | 63.0% | estimated ± 5.4 pp, medium confidence |
| LongCat-Flash-Lite-Sparse | 48.6% | 47.8% | estimated ± 5.4 pp, low confidence |
| Nemotron 3.5 Lightning 30B A3B NVFP4 | 36.8% | 46.2% | estimated ± 5.4 pp, low confidence |
| Nemotron 3 Ultra | 44.4% | 47.0% | estimated ± 5.4 pp, low confidence |
| Ornith-1.5-35B-A3B | 67.6% | 58.3% | estimated ± 5.4 pp, medium confidence |
| Ornith-1.5-397B | 86.6% | 80.9% | estimated ± 5.4 pp, medium confidence |
| Ornith-1.5-9B | 56.4% | 50.5% | estimated ± 5.4 pp, low confidence |
| Qwen3.5 397B | 62.0% | 53.8% | estimated ± 5.4 pp, medium confidence |
| Beam | 77.4% | 69.1% | estimated ± 5.4 pp, medium confidence |
| Solar Pro 4 | 49.2% | 47.9% | estimated ± 5.4 pp, low confidence |
| Step 3.7 Flash | 75.8% | 67.1% | estimated ± 5.4 pp, medium confidence |