Horangi 4 - GLP - Logical Reasoning: leaderboard

Logical reasoning category of the Horangi Korean LLM Leaderboard 4 (W&B Korea): the mean of Ko-HellaSwag accuracy and Ko-MT-Bench's reasoning-category judge rating (divided by 10). 0-100, higher is better.

Metric: Score (%). Source: horangi.ai. Saturation forecast: Estimated already saturated. 105 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview) (High)90.5#64 (Gemini 3.1 Pro (Preview))
2Qwen 3.7 Plus90.11#98
3Claude Opus 4.1 (20250805)89.5#139
4Claude Sonnet 4.5 (High)89.5#148 (Claude Sonnet 4.5)
5Claude Opus 4.5 (20251101) (High)89.5#81 (Claude Opus 4.5 (20251101))
6Qwen 3.7 Max89.17#85
7Claude Opus 4.6 (High)89#67 (Claude Opus 4.6)
8GPT-5.1 (2025-11-13)88.5#107
9Qwen 3.5 27B87.5#192
10Gemini 3 Flash (Preview)87.5#90
11Gemini 3.5 Flash87.5#66
12GPT-5.4 (2026-03-05) (xHigh)87.5#63 (GPT-5.4 (2026-03-05))
13GLM-5.2 (High)87.5#80 (GLM-5.2)
14Kimi K2.587#152
15Claude Opus 4.8 (High)87#39 (Claude Opus 4.8)

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

Interactive version: theaggregate.ai/benchmark?slug=horangi-4-glp-logical-reasoning · How It Works · Data refreshed daily, snapshot 2026-11-05.