benchgap
Calibration

WideResearch → τ³-bench results

τ³-bench results is estimated from WideResearch with a offset logistic curve fitted on 7 models measured on both: y = 0.6797 + (0.0000 − 0.6797) / (1 + exp(−200.00·(x − 0.8212))), R² = 0.96, cross-validated error 11.4 pp. It is used for 2 estimates.

Estimated modelWideResearchτ³-bench resultsSource
dots3-note Preview78.9%67.9%estimated ± 11.4 pp, low confidence
Qwen3.8 Max81.9%41.2%estimated ± 11.4 pp, low confidence