reasoning benchmark
Tau3 Banking Leaderboard
τ³-Bench banking domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated retail banking environment.
Updated Aug 17, 2026
Models7
Model coverage7
MetricScore
EvidenceB
Tau3 Banking Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelXA | Score33.0% | Percentile100.0% | Participants7 | EvidenceB | Evaluated |
| Rank02 | ModelME | Score23.5% | Percentile83.3% | Participants7 | EvidenceC | Evaluated |
| Rank03 | ModelUP | Score23.0% | Percentile66.7% | Participants7 | EvidenceC | Evaluated |
| Rank04 | ModelTM | Score15.5% | Percentile50.0% | Participants7 | EvidenceC | Evaluated |
| Rank05 | ModelMA | Score13.4% | Percentile33.3% | Participants7 | EvidenceC | Evaluated |
| Rank06 | ModelNV | Score9.3% | Percentile16.7% | Participants7 | EvidenceC | Evaluated |
| Rank07 | ModelLA | Score5.7% | Percentile0.0% | Participants7 | EvidenceC | Evaluated |
Tau3 Banking Highlights
The leading models and scores on this benchmark.
Tau3 Banking Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Tau3 Banking
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis tau3 banking 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.
- 01XAGrok 4.5xAI
- Score
- 33.0%
- Price
- $2.0 input / $6.0 output per 1M tokens
- Speed
- Up to 4.3 tok/s via xAI
Strengths
- Ranks #1 of 7 compared models
- 100th percentile on this benchmark
- B evidence result
Considerations
- This result measures Tau3 Banking, not total model capability
- 02MEMuse Glimmer-30BMeta
- Score
- 23.5%
Strengths
- Ranks #2 of 7 compared models
- 83th percentile on this benchmark
- C evidence result
Considerations
- This result measures Tau3 Banking, not total model capability
- 03UPSolar Pro 4Upstage
- Score
- 23.0%
- Price
- $0.30 input / $1.2 output per 1M tokens
Strengths
- Ranks #3 of 7 compared models
- 67th percentile on this benchmark
- C evidence result
Considerations
- This result measures Tau3 Banking, not total model capability
- 04TMInkling-SmallThinking Machines Lab
- Score
- 15.5%
Strengths
- Ranks #4 of 7 compared models
- 50th percentile on this benchmark
- C evidence result
Considerations
- This result measures Tau3 Banking, not total model capability
- 05MAMistral Medium 3.5Mistral AI
- Score
- 13.4%
- Price
- $1.5 input / $7.5 output per 1M tokens
- Speed
- Up to 0.96 tok/s via Mistral AI
Strengths
- Ranks #5 of 7 compared models
- 33th percentile on this benchmark
- C evidence result
Considerations
- This result measures Tau3 Banking, not total model capability
Selection summary
Best AI Models for Tau3 Banking
Grok 4.5 currently leads Tau3 Banking with 33.0%. 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 Banking?
What Tau3 Banking measures and how its scores work.
τ³-Bench banking domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated retail banking environment.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Tau3 Banking
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- tau3-banking|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Tau3 Banking.
Which model scores highest on Tau3 Banking?
Grok 4.5 is currently ranked first with 33.0%.
What does Tau3 Banking measure?
τ³-Bench banking domain evaluates agentic models on multi-turn, tool-using customer-support scenarios in a simulated retail banking environment.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
7 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.