LLM2014 Logic 2025-11: leaderboard

LLM2014 monthly logic benchmark for 2025-11, reporting aggregate logical-reasoning performance on the source score scale.

Metric: Median Score. Source: raw.githubusercontent.com. Saturation forecast: Around January 2027. 53 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5 (High)83.75#98 (GPT-5)
2Gemini 3 Pro83.55#80
3GPT-5.1 (High)79.53#135 (GPT-5.1)
4GPT-5 Mini (High)76.15#186 (GPT-5 Mini)
5Grok 469.52#181
6Claude Sonnet 4.5 (Thinking)66.7#142 (Claude Sonnet 4.5)
7Kimi K2 (Thinking)64.58#243 (Kimi K2)
8Grok 4.1 Fast (Reasoning)62.78#217 (Grok 4.1 Fast)
9Grok 4 Fast (Reasoning)62.72#254 (Grok 4 Fast)
10Qwen 3 Max (Thinking)53.6#208 (Qwen 3 Max)
11Qwen 3 235B A22B 2507 (Thinking)51.81#260 (Qwen 3 235B A22B 2507)
12DeepSeek V3.2 (Thinking)50.77#205 (DeepSeek V3.2)
13Gemini 2.5 Pro47.67#152
14GPT-OSS-120B (High)47.57#341 (GPT-OSS-120B)
15Qwen 3 Max46.94#208

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-2025-11 · How It Works · Data refreshed daily, snapshot 2026-10-20.