benchgap
Calibration

WideResearch → GDPval-AA

GDPval-AA is estimated from WideResearch with a Michaelis–Menten + offset curve fitted on 5 models measured on both: y = 0.0000 + 2.0000·x / (5.77294 + x), R² = 0.38, cross-validated error 3.7 pp. It is used for 10 estimates.

Estimated modelWideResearchGDPval-AASource
Atria Dawn Preview81.9%24.8%estimated ± 3.7 pp, low confidence
Claude Opus 4.576.4%23.4%estimated ± 3.7 pp, low confidence
dots3-note Preview78.9%24.0%estimated ± 3.7 pp, low confidence
GLM-569.8%21.6%estimated ± 3.7 pp, low confidence
Hy4 preview83.9%25.4%estimated ± 3.7 pp, low confidence
Ornith-1.5-35B-A3B67.8%21.0%estimated ± 3.7 pp, low confidence
Ornith-1.5-397B80.8%24.6%estimated ± 3.7 pp, low confidence
Ornith-1.5-9B59.5%18.7%estimated ± 3.7 pp, low confidence
Qwen3.5 397B74.0%22.7%estimated ± 3.7 pp, low confidence
Qwen3.8 Max81.9%24.8%estimated ± 3.7 pp, low confidence