ReLE - Language and Instruction Following: leaderboard

ReLE Chinese LLM benchmark (NoneLinear, formerly CLiB), a continuously updated Chinese-language evaluation run through each model's API. Language and instruction-following domain: idioms, sentiment, entailment, classification, information extraction, reading comprehension, pronoun resolution, poetry matching, Chinese instruction following and character glyphs. Accuracy 0-100, higher is better.

Metric: Accuracy (%). Source: nonelinear.com. Saturation forecast: Around October 2027. 148 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 4 Argon81.6#9
2Hy4 preview78.8#45
3DeepSeek V4 Pro77#112
4GLM-5.3 Flash77#77
5Seed 2.0 Pro76#122
6GPT-575.6#105
7GPT-6 Astra75.3#6
8GLM-5.375#44
9DeepSeek V3.2 (Thinking)74.7#210 (DeepSeek V3.2)
10Claude Opus 5.574.7#3
11GPT-6.1 Sol74.5#7
12GPT-6 Luna74.3#61
13DeepSeek V4.1 Flash74.1#37
14Gemini 3.8 Flash73.5#30
15Kimi K2.7 Code73#95

No result here: #10 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=rele-language-and-instruction-following · How It Works · Data refreshed daily, snapshot 2026-11-05.