reasoning benchmark
Tau3 Retail Leaderboard
τ³-Bench retail domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated online retail environment.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Tau3 Retail Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score76.1% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
Tau3 Retail Highlights
The leading models and scores on this benchmark.
The Top AI Models for Tau3 Retail
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis tau3 retail AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MAMistral Medium 3.5Mistral AI
- Score
- 76.1%
- Price
- $1.5 input / $7.5 output per 1M tokens
- Speed
- Up to 0.96 tok/s via Mistral AI
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Tau3 Retail, not total model capability
Selection summary
Best AI Models for Tau3 Retail
Mistral Medium 3.5 currently leads Tau3 Retail with 76.1%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is Tau3 Retail?
What Tau3 Retail measures and how its scores work.
τ³-Bench retail domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated online retail environment.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Tau3 Retail
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- tau3-retail|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Tau3 Retail.
Which model scores highest on Tau3 Retail?
Mistral Medium 3.5 is currently ranked first with 76.1%.
What does Tau3 Retail measure?
τ³-Bench retail domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated online retail environment.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.