ATC Safety-Oriented Language Understanding Eval — leaderboard
Safety-oriented air-traffic-control language-understanding evaluation for structured ATC utterances, consequence-aware entity/action scoring, and operational-risk sensitivity.
Metric: Risk Score (self-reported). Source: benchmarklist.com. Status: saturation imminent. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 69.22 |
| 2 | GPT-5.1 | 67.75 |
| 3 | Grok 4.1 Fast | 52.06 |
| 4 | GPT-4o Mini | 44.83 |
| 5 | Qwen 3 32B | 42.49 |
| 6 | DeepSeek V3 | 40.03 |
| 7 | Qwen 3 8B | 28.8 |
| 8 | Qwen 3 14B | 25.85 |
Interactive version: theaggregate.ai/benchmark?slug=atc-safety-oriented-language-understanding-eval · How the rankings work · Data refreshed daily, snapshot 2026-07-22.