Enabling trustworthy AI adoption for transportation.

Developed with transportation professionals, for transportation work.

Overall Leaderboard

ModelELO RatingTB-SafetyTB-Planning
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TB-Operations
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TB-Aviation
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1Claude Opus 4.6123173.3%---
2Gemini 3 Flash Preview121656.4%---
3GPT-5 mini120058.1%---
Gemini 3 Pro Preview118560.4%---
Claude Haiku 4.5116971.4%---
GPT-5.2110567.6%---
Claude Sonnet 4.6-65.7%---

How It Works

Help Improve TransportationBench

Contribute real-world use cases from your transportation work. Get early access to new features and publication credit.

Contribute a Use Case