Calibration
τ²-bench results → AA Agentic Index
AA Agentic Index is estimated from τ²-bench results with a linear curve fitted on 41 models measured on both: y = 0.3462·x + -0.0821, R² = 0.40, cross-validated error 12.3 pp. It is used for 54 estimates.
| Estimated model | τ²-bench results | AA Agentic Index | Source |
|---|---|---|---|
| GLM-5-Turbo | 98.5% | 25.9% | estimated ± 12.3 pp, low confidence |
| Qwen 3.6 Max (preview) | 95.9% | 25.0% | estimated ± 12.3 pp, low confidence |
| Grok 4.1 Fast (Reasoning) | 93.3% | 24.1% | estimated ± 12.3 pp, low confidence |
| Qwen3.5-4B | 92.1% | 23.7% | estimated ± 12.3 pp, low confidence |
| MiMo-V2-Omni | 91.2% | 23.4% | estimated ± 12.3 pp, low confidence |
| Claude Opus 4.5 Thinking | 89.5% | 22.8% | estimated ± 12.3 pp, low confidence |
| LFM2.5-8B-A1B | 88.1% | 22.3% | estimated ± 12.3 pp, low confidence |
| GPT-5 (medium) | 86.5% | 21.7% | estimated ± 12.3 pp, low confidence |
| GPT-5.1-Codex-Max | 83.0% | 20.5% | estimated ± 12.3 pp, low confidence |
| o3 | 80.7% | 19.7% | estimated ± 12.3 pp, low confidence |
| LLaDA2.2-flash | 80.3% | 19.6% | estimated ± 12.3 pp, low confidence |
| Ternary Bonsai 2 27B | 80.2% | 19.6% | estimated ± 12.3 pp, low confidence |
| GLM-4.6 | 76.9% | 18.4% | estimated ± 12.3 pp, low confidence |
| Grok Code Fast 1 | 75.7% | 18.0% | estimated ± 12.3 pp, low confidence |
| Claude 4 Opus Thinking | 73.4% | 17.2% | estimated ± 12.3 pp, low confidence |
| Claude 4.1 Opus Thinking | 71.4% | 16.5% | estimated ± 12.3 pp, low confidence |
| Grok 4 Fast (Reasoning) | 65.8% | 14.6% | estimated ± 12.3 pp, low confidence |
| o1 | 62.6% | 13.5% | estimated ± 12.3 pp, low confidence |
| Kimi K2 | 61.1% | 12.9% | estimated ± 12.3 pp, low confidence |
| LLaDA2.2-mini | 57.5% | 11.7% | estimated ± 12.3 pp, low confidence |
| o4-mini | 55.6% | 11.0% | estimated ± 12.3 pp, low confidence |
| Nemotron 3.5 Bolt E4B BF16 | 55.1% | 10.9% | estimated ± 12.3 pp, low confidence |
| Claude 3.7 Sonnet Thinking | 54.7% | 10.7% | estimated ± 12.3 pp, low confidence |
| Nemotron 3.5 Bolt E4B | 52.3% | 9.9% | estimated ± 12.3 pp, low confidence |
| Claude 3.7 Sonnet | 50.0% | 9.1% | estimated ± 12.3 pp, low confidence |
| GLM-4.5-Air | 46.5% | 7.9% | estimated ± 12.3 pp, low confidence |
| DeepSeek V3.1 (Reasoning) | 37.4% | 4.7% | estimated ± 12.3 pp, low confidence |
| DeepSeek-R1 | 36.5% | 4.4% | estimated ± 12.3 pp, low confidence |
| DeepSeek V3.1 | 34.8% | 3.8% | estimated ± 12.3 pp, low confidence |
| Solar Pro 2 | 31.9% | 2.8% | estimated ± 12.3 pp, low confidence |
| Mistral Large 2 | 30.7% | 2.4% | estimated ± 12.3 pp, low confidence |
| Gemini 2.0 Flash | 29.5% | 2.0% | estimated ± 12.3 pp, low confidence |
| o3-mini | 28.7% | 1.7% | estimated ± 12.3 pp, low confidence |
| Devstral Small | 28.4% | 1.6% | estimated ± 12.3 pp, low confidence |
| Magistral Small | 26.6% | 1.0% | estimated ± 12.3 pp, low confidence |
| Mistral Medium 3 | 24.3% | 0.2% | estimated ± 12.3 pp, low confidence |
| Claude 3 Haiku | 21.1% | 0.0% | estimated ± 12.3 pp, low confidence |
| Exaone 4.0 1.2B | 20.5% | 0.0% | estimated ± 12.3 pp, low confidence |
| Exaone 4.0 32B | 4.1% | 0.0% | estimated ± 12.3 pp, low confidence |
| Gemini 2.5 Flash | 14.9% | 0.0% | estimated ± 12.3 pp, low confidence |
| Gemini 2.5 Flash-Lite | 19.0% | 0.0% | estimated ± 12.3 pp, low confidence |
| Granite-4.0-350M | 13.2% | 0.0% | estimated ± 12.3 pp, low confidence |
| Granite-4.0-H-1B | 19.6% | 0.0% | estimated ± 12.3 pp, low confidence |
| Granite-4.0-H-350M | 14.6% | 0.0% | estimated ± 12.3 pp, low confidence |
| LFM2.5-VL-1.6B-Extract | 8.5% | 0.0% | estimated ± 12.3 pp, low confidence |
| Llama 3.1 405B | 19.0% | 0.0% | estimated ± 12.3 pp, low confidence |
| Llama 3.1 70B | 21.6% | 0.0% | estimated ± 12.3 pp, low confidence |
| Magistral Medium | 23.1% | 0.0% | estimated ± 12.3 pp, low confidence |
| Nemotron Ultra 253B | 11.4% | 0.0% | estimated ± 12.3 pp, low confidence |
| Nova Pro | 14.0% | 0.0% | estimated ± 12.3 pp, low confidence |
| Phi-4 | 0.0% | 0.0% | estimated ± 12.3 pp, low confidence |
| Phi-4-reasoning | 0.0% | 0.0% | estimated ± 12.3 pp, low confidence |
| Qwen3-Omni-30B-A3B-Instruct | 16.4% | 0.0% | estimated ± 12.3 pp, low confidence |
| Qwen3-Omni-30B-A3B-Thinking | 21.3% | 0.0% | estimated ± 12.3 pp, low confidence |