TravelEval - Tour-Time Compliance: leaderboard

Metric: Tour-Time Compliance Sign (TTCS): attraction visits whose duration falls within the recommended range (%); 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; higher is better. Source: arxiv.org. Saturation forecast: Around 2039. 7 models tracked.

Top models

#ModelScore
1Qwen 3 8B5.72
2GPT-4o (2024-11-20)5.65
3GPT-4o Mini (2024-07-18)4.61
4GPT-5 Chat1.59
5DeepSeek V3.1 (Non-reasoning)1.47
6Gemini 2.0 Flash0.9
7Claude Sonnet 4.50.89

Interactive version: theaggregate.ai/benchmark?slug=traveleval-tour-time-compliance · How It Works · Data refreshed daily, snapshot 2026-09-29.