Calibration
τ³-bench results → AA Agentic Index
AA Agentic Index is estimated from τ³-bench results with a offset logistic curve fitted on 8 models measured on both: y = 0.0493 + (0.1971 − 0.0493) / (1 + exp(−197.23·(x − 0.6683))), R² = 0.66, cross-validated error 5.9 pp. It is used for 9 estimates.
| Estimated model | τ³-bench results | AA Agentic Index | Source |
|---|---|---|---|
| Qwen3.5 397B | 68.4% | 19.1% | estimated ± 5.9 pp, medium confidence |
| LFM3-1.7B | 68.0% | 18.4% | estimated ± 5.9 pp, medium confidence |
| Pokee-Isaac 28B | 66.2% | 8.2% | estimated ± 5.9 pp, medium confidence |
| LFM2.5-24B-A2B | 8.0% | 4.9% | estimated ± 5.9 pp, low confidence |
| Mercury 3 | 30.2% | 4.9% | estimated ± 5.9 pp, medium confidence |
| Nemotron 3.5 Bolt 74B-A9B BF16 | 17.0% | 4.9% | estimated ± 5.9 pp, medium confidence |
| Beam 1.0 501B-A23B FP8 | 36.8% | 4.9% | estimated ± 5.9 pp, medium confidence |
| Beam 1.0 501B-A23B NVFP4 | 35.4% | 4.9% | estimated ± 5.9 pp, medium confidence |
| Spark-X2.6-4B | 34.7% | 4.9% | estimated ± 5.9 pp, medium confidence |
Fitted on
| Model | τ³-bench results | AA Agentic Index |
|---|---|---|
| GLM-5.1 | 70.6% | 25.2% |
| Granite 4.2 8B | 58.1% | 3.7% |
| MiMo-V2.5-Pro | 72.9% | 22.7% |
| MiniMax M2.7 | 67.6% | 16.8% |
| Mistral Medium 3.5 128B | 91.4% | 9.4% |
| Nemotron 3.5 Lightning 30B A3B NVFP4 | 9.5% | 6.1% |
| Nemotron 3 Ultra | 70.9% | 21.7% |
| Qwen3.6-35B-A3B | 67.2% | 15.0% |