LexKairos (Thinking Mode): leaderboard

LexKairos (Tsinghua University, 2026) evaluates the legal temporal capabilities of LLMs in the Chinese legal context with nine sub-tasks on statutory temporal knowledge, case chronology and statute-case time-limit reasoning, built from real judicial cases and statutes. The score is the mean of the nine sub-task scores (accuracy or F1) in percent in thinking mode, with the built-in reasoning of each model enabled at high effort; higher is better.

Metric: Mean score (%; average of the nine sub-task scores, accuracy or F1, over 3,800 Chinese legal temporal items from real judicial cases and statutes; thinking mode, built-in reasoning enabled at high effort with the vanilla prompt; temperature 0, 8,000 output tokens). Source: arxiv.org. Saturation forecast: Around February 2027. 5 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Flash (High)84.57#164 (Gemini 3 Flash)
2GPT-5.4 (High)82.75#123 (GPT-5.4)
3DeepSeek V4 Flash (High)79.94#258 (DeepSeek V4 Flash)
4Qwen 3.5 9B (Thinking)69.79#803 (Qwen 3.5 9B)

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=lexkairos-thinking-mode · How It Works · Data refreshed daily, snapshot 2026-11-13.