benchgap
Calibration

τ³-bench results → MCP-Tasks

MCP-Tasks is estimated from τ³-bench results with a Hill curve fitted on 5 models measured on both: y = 0.0000 + (1.2000 − 0.0000)·x^6.00 / (0.65083^6.00 + x^6.00), R² = 0.83, cross-validated error 3.6 pp. It is used for 11 estimates.

Estimated modelτ³-bench resultsMCP-TasksSource
Atria Dawn Preview41.2%7.3%estimated ± 3.6 pp, low confidence
Granite 4.2 30B62.0%51.3%estimated ± 3.6 pp, low confidence
Granite 4.2 3B45.8%13.0%estimated ± 3.6 pp, low confidence
Granite 4.2 8B58.1%40.2%estimated ± 3.6 pp, low confidence
LFM2.5-2.6B5.7%0.0%estimated ± 3.6 pp, low confidence
Mercury 2.596.0%100.0%estimated ± 3.6 pp, low confidence
MiMo-V2.5-Pro72.9%79.7%estimated ± 3.6 pp, low confidence
Mistral Medium 3.5 128B91.4%100.0%estimated ± 3.6 pp, low confidence
Nemotron 3.5 Lightning 30B A3B NVFP49.5%0.0%estimated ± 3.6 pp, low confidence
Nemotron 3 Ultra70.9%75.1%estimated ± 3.6 pp, low confidence
Pokee-Isaac 28B66.2%63.1%estimated ± 3.6 pp, medium confidence