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Tau2 Airline

TAU2 airline domain benchmark for evaluating conversational agents in dual-control environments where both AI agents and users interact with tools in airline customer service scenarios. Tests agent coordination, communication, and ability to guide user actions in tasks like flight booking, modifications, cancellations, and refunds.

Updated Aug 7, 2026

Published models23
Registry coverage23
MetricScore
EvidenceB

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Tau2 Airline leaderboard

Sorted by the source-provided rank. Higher score is better according to the registry.

23 rows
Columns

Show columns

1MELongCat-Flash-Thinking-2601Meituan76.5%100.0%23CAug 7, 2026
2AMNova 2 OmniAmazon68.8%95.5%23CAug 7, 2026
3MELongCat-Flash-ThinkingMeituan67.5%90.9%23CAug 7, 2026
4OPGPT-5.1OpenAI67.0%86.4%23CAug 7, 2026
5OPGPT-5.1 InstantOpenAI67.0%81.8%23CAug 7, 2026
6OPGPT-5.1 ThinkingOpenAI67.0%77.3%23CAug 7, 2026
7AMNova 2 ProAmazon65.2%72.7%23CAug 7, 2026
8AMNova 2 LiteAmazon64.8%68.2%23CAug 7, 2026
9OPo3OpenAI64.8%63.6%23CAug 7, 2026
10ANClaude Haiku 4.5Anthropic63.6%59.1%23CAug 7, 2026
11OPGPT-5OpenAI62.6%54.5%23CAug 7, 2026
12ACQwen3-Next-80B-A3B-ThinkingAlibaba Cloud / Qwen Team60.5%50.0%23CAug 7, 2026
13MELongCat-Flash-ChatMeituan58.0%45.5%23CAug 7, 2026
14MELongCat-Flash-LiteMeituan58.0%40.9%23CAug 7, 2026
15ACQwen3-235B-A22B-Thinking-2507Alibaba Cloud / Qwen Team58.0%36.4%23CAug 7, 2026
16MAKimi K2 InstructMoonshot AI56.5%31.8%23CAug 7, 2026
17MAKimi K2-Instruct-0905Moonshot AI56.5%27.3%23CAug 7, 2026
18NVNemotron 3 Super (120B A12B)NVIDIA56.3%22.7%23CAug 7, 2026
19INMercury 2Inception53.0%18.2%23CAug 7, 2026
20NVNemotron 3 Nano (30B A3B)NVIDIA48.0%13.6%23CAug 7, 2026
21OPGPT-4oOpenAI45.5%9.1%23CAug 7, 2026
22ACQwen3-Next-80B-A3B-InstructAlibaba Cloud / Qwen Team45.5%4.5%23CAug 7, 2026
23ACQwen3-235B-A22B-Instruct-2507Alibaba Cloud / Qwen Team44.0%0.0%23CAug 7, 2026

Score distribution

Top published rows on the benchmark's original scale.

Tau2 Airline

Tau2 Airline highlights

The top published results on this benchmark's own scale.

Rank #1LongCat-Flash-Thinking-260176.5%Rank #2Nova 2 Omni68.8%Rank #3LongCat-Flash-Thinking67.5%Rank #4GPT-5.167.0%

What is Tau2 Airline?

Definition and scoring fields from the benchmark registry.

TAU2 airline domain benchmark for evaluating conversational agents in dual-control environments where both AI agents and users interact with tools in airline customer service scenarios. Tests agent coordination, communication, and ability to guide user actions in tasks like flight booking, modifications, cancellations, and refunds.

Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.

Family
Tau2 Airline
Modality
text
Primary category
reasoning
Score direction
higher
LLMBoard eligible
No
Evaluation key
tau2-airline|llm-stats-current

Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.

FAQ

Common questions about Tau2 Airline.

Which model scores highest on Tau2 Airline?

LongCat-Flash-Thinking-2601 is currently ranked first with 76.5%.

What does Tau2 Airline measure?

TAU2 airline domain benchmark for evaluating conversational agents in dual-control environments where both AI agents and users interact with tools in airline customer service scenarios. Tests agent coordination, communication, and ability to guide user actions in tasks like flight booking, modifications, cancellations, and refunds.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

23 unique published model results are currently shown.

Does this benchmark affect the overall score?

This benchmark is preserved as source-native evidence but is not eligible for the current overall score.

Rankings

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Modalities

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Benchmarks

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