ReLE - Reasoning - BBH: leaderboard

ReLE Chinese LLM benchmark (NoneLinear, formerly CLiB), a continuously updated Chinese-language evaluation run through each model's API. Reasoning sub-dimension: ReLE's own run of BIG-Bench Hard symbolic reasoning tasks; not a copy of other BBH leaderboards. Accuracy 0-100, higher is better.

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

Top models

#ModelScoreOverall rank
1Qwen 3 32B89.9#449
2Gemini 3.8 Flash87.8#30
3Gemini 3.1 Pro (Preview)87.5#64
4Gemini 4 Argon87.5#9
5Claude Opus 4.686.8#67
6Gemini 3.5 Flash86#66
7Claude Opus 586#16
8Kimi K3.1 Pro86#17
9Gemini 3.7 Flash85.9#24
10GPT-4o85.7#357
11DeepSeek R1 052885.7#232
12Qwen 3.7 Plus85.7#98
13Claude Opus 4.8 (Thinking)85.7#39 (Claude Opus 4.8)
14Claude Sonnet 5 (Thinking)85.7#65 (Claude Sonnet 5)
15GLM-5.385.6#44

No result here: #10 Claude Fable 5.1.

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