TravelEval - Opening-Hours Violations: leaderboard
Metric: Violation Rate of Opening Hours (VROH): attraction visits scheduled entirely outside opening hours (%); Direct prompting (one pass, no tools), plans simulated in the TravelEval sandbox of 10 Chinese cities (real rail, flight, hotel and attraction data, queuing-time model, road-network distances) over 1,150 queries; lower is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 | 3.16 |
| 2 | GPT-4o (2024-11-20) | 3.27 |
| 3 | Gemini 2.0 Flash | 4.43 |
| 4 | GPT-4o Mini (2024-07-18) | 4.46 |
| 5 | DeepSeek V3.1 (Non-reasoning) | 4.54 |
| 6 | Qwen 3 8B | 5.07 |
| 7 | GPT-5 Chat | 5.74 |
Interactive version: theaggregate.ai/benchmark?slug=traveleval-opening-hours-violations · How It Works · Data refreshed daily, snapshot 2026-09-29.