reasoning benchmark
Tau3 Retail Leaderboard
Tau3 Retail evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated online retail environment.
Updated Sep 5, 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 | Score76.10% | Percentile100.00% | 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 original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MAMistral AI
- Score
- 76.10%
- Price
- $1.5 input / $7.5 output per 1M tokens
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 76.10%. 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.
Tau3 Retail is a retail-domain benchmark for agentic models using multi-turn, tool-using customer-support scenarios in a simulated online retail environment.
It measures performance using Score, reported as a ratio.
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
- overall
LLM Stats. 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 76.10%.
What are the top three models on Tau3 Retail?
The current leaders are Mistral Medium 3.5 (76.10%).
Which Tau3 Retail model has the lowest official input price?
Mistral Medium 3.5 has the lowest matched official input price at $1.5 input / $7.5 output per 1M tokens.
Which models are fastest among Tau3 Retail results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.