LLM2014 Logic 2025-08: leaderboard

LLM2014 monthly logic benchmark for 2025-08, reporting aggregate logical-reasoning performance on the source score scale.

Metric: Median Score. Source: raw.githubusercontent.com. Saturation forecast: Estimated already saturated. 45 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5 (High)86.57#98 (GPT-5)
2GPT-5 Mini (High)81.69#186 (GPT-5 Mini)
3Grok 478.22#181
4O3 (High)71.31#124 (O3)
5O4 Mini (High)70.22#180 (O4 Mini)
6GPT-OSS-120B (High)57.79#341 (GPT-OSS-120B)
7Qwen 3 235B A22B 2507 (Thinking)56.93#260 (Qwen 3 235B A22B 2507)
8DeepSeek V3.1 (Thinking)56.82#264 (DeepSeek V3.1)
9Gemini 2.5 Pro54.58#152
10Seed-1.6 (Thinking)52.17#265 (Seed-1.6)
11DeepSeek R1 052852.1#222
12Claude Sonnet 4 (Thinking)51.62#199 (Claude Sonnet 4)
13Qwen 3 30B A3B 2507 (Thinking)49.63#376 (Qwen 3 30B A3B 2507)
14GLM 4.5 Air (Thinking)48.88#392 (GLM 4.5 Air)
15Qwen 3 235B A22B 250747.23#260

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-2025-08 · How It Works · Data refreshed daily, snapshot 2026-10-20.