LLM2014 Logic 2026-01: leaderboard

LLM2014 monthly logic benchmark for 2026-01, reporting aggregate logical-reasoning performance on the source score scale.

Metric: Median Score. Source: raw.githubusercontent.com. Saturation forecast: Around January 2027. 45 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.2 (High)80.71#110 (GPT-5.2)
2Gemini 3 Pro75.64#80
3Gemini 3 Flash (High)73.32#99 (Gemini 3 Flash)
4GPT-5 Mini (High)71.43#186 (GPT-5 Mini)
5Kimi K2.5 (Thinking)65.21#144 (Kimi K2.5)
6Grok 463.91#181
7GLM-4.7 (Thinking)62.94#192 (GLM-4.7)
8Claude Sonnet 4.5 (Thinking)60.83#142 (Claude Sonnet 4.5)
9Kimi K2 (Thinking)55.69#243 (Kimi K2)
10Grok 4.1 Fast (Reasoning)54.11#217 (Grok 4.1 Fast)
11Qwen 3 Max (Preview)49.6#230
12Qwen 3 235B A22B 2507 (Thinking)46.71#260 (Qwen 3 235B A22B 2507)
13ERNIE 5.041.43#233
14GPT-OSS-120B (High)38.39#341 (GPT-OSS-120B)
15MiniMax-M2.136.72#289

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-2026-01 · How It Works · Data refreshed daily, snapshot 2026-10-20.