benchgap
Calibration

Toolathlon → τ³-bench results

τ³-bench results is estimated from Toolathlon with a linear curve fitted on 6 models measured on both: y = 0.2161·x + 0.6032, R² = 0.43, cross-validated error 2.1 pp. It is used for 5 estimates.

Estimated modelToolathlonτ³-bench resultsSource
GPT-5.6 Luna53.4%71.9%estimated ± 2.1 pp, low confidence
GPT-5.6 Sol58.0%72.9%estimated ± 2.1 pp, low confidence
GPT-5.6 Terra53.1%71.8%estimated ± 2.1 pp, low confidence
MiniMax M2.746.3%70.3%estimated ± 2.1 pp, low confidence
Step 3.7 Flash49.5%71.0%estimated ± 2.1 pp, low confidence