AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
TAU3-Bench is a benchmark for evaluating general-purpose agent capabilities, testing models on multi-turn interactions with simulated user models, retrieval, and complex decision-making scenarios.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| MiMo-V2.5-Pro | 0.729 | Not recorded | Not recorded | 2026-04-27 · model_announcement | LLM Stats |
| Qwen3.6 Plus | 0.707 | Not recorded | Not recorded | 2026-04-02 · model_announcement | LLM Stats |
| GLM-5.1 | 0.706 | Not recorded | Not recorded | 2026-04-07 · model_announcement | LLM Stats |
| Qwen3.6-35B-A3B | 0.672 | Not recorded | Not recorded | 2026-04-16 · model_announcement | LLM Stats |
| Nemotron 3 Ultra (550B A55B) | 0.226 | Not recorded | Not recorded | 2026-06-04 · model_announcement | LLM Stats |