benchgap
Calibration

JobBench → OSWorld-Verified

OSWorld-Verified is estimated from JobBench with a Michaelis–Menten + offset curve fitted on 14 models measured on both: y = 0.0000 + 1.1859·x / (0.24949 + x), R² = 0.44, cross-validated error 8.7 pp. It is used for 4 estimates.

Estimated modelJobBenchOSWorld-VerifiedSource
Claude 4.1 Opus21.9%55.4%estimated ± 8.7 pp, low confidence
Claude Haiku 4.516.0%46.3%estimated ± 8.7 pp, low confidence
GPT-5 (high)8.5%30.2%estimated ± 8.7 pp, low confidence
Qwen3.5 Plus18.5%50.5%estimated ± 8.7 pp, low confidence