LLM2014 Logic 2025-12: leaderboard

LLM2014 monthly logic benchmark for 2025-12, reporting aggregate logical-reasoning performance on the source score scale.

Metric: Median Score. Source: raw.githubusercontent.com. Saturation forecast: Around January 2027. 51 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.2 (High)81.83#110 (GPT-5.2)
2Gemini 3 Pro79.29#80
3GPT-5.1 (High)77.54#135 (GPT-5.1)
4Gemini 3 Flash (High)76.9#99 (Gemini 3 Flash)
5GPT-5 Mini (High)75.05#186 (GPT-5 Mini)
6DeepSeek V3.2 Speciale72.68#128
7Grok 465.61#181
8GLM-4.7 (Thinking)65.49#192 (GLM-4.7)
9Claude Sonnet 4.5 (Thinking)62.7#142 (Claude Sonnet 4.5)
10Kimi K2 (Thinking)59.34#243 (Kimi K2)
11Grok 4.1 Fast (Reasoning)57.68#217 (Grok 4.1 Fast)
12Qwen 3 Max (Thinking)49.68#208 (Qwen 3 Max)
13Qwen 3 235B A22B 2507 (Thinking)46.71#260 (Qwen 3 235B A22B 2507)
14Qwen 3 Max42.85#208
15GPT-OSS-120B (High)41.96#341 (GPT-OSS-120B)

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

Interactive version: theaggregate.ai/benchmark?slug=llm2014-logic-2025-12 · How It Works · Data refreshed daily, snapshot 2026-10-20.