LongBench Pro - Chinese - Thinking: leaderboard

Evaluates long-context understanding across English and Chinese tasks at four difficulty levels. Non-thinking and thinking results use separate published columns; missing settings remain absent. This series reports Chinese - Thinking using Score (%). Source: the original paper result table.

Metric: Score (%). Source: arxiv.org. Saturation forecast: Around February 2027. 46 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro74.49#159
2GPT-571.97#105
3Claude Sonnet 468.65#207
4DeepSeek V3.267.75#210
5Gemini 2.5 Flash67.59#255
6Qwen 3 235B A22B 2507 (Thinking)67.12#263
7DeepSeek V3.166.26#275
8Qwen 3 Next 80B A3B (Thinking)64.99#312
9DeepSeek R1 052863.89#232
10Qwen 3 235B A22B 2507 Instruct63.65#315
11Qwen 3 Next 80B A3B Instruct61.22#381
12GLM-4.659.92#265
13Qwen 3 30B A3B 2507 (Thinking)59.22#379
14Claude 3.7 Sonnet58.84#259
15DeepSeek R158.13#262

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=longbench-pro-chinese-thinking · How It Works · Data refreshed daily, snapshot 2026-11-05.