KORGym - Mathematical and Logical: leaderboard

The "Mathematical and Logical" subtask of KORGym. Knowledge-Orthogonal Reasoning Gymnasium — interactive game-based reasoning benchmark of ~50 games spanning control/interaction, mathematical-logical, puzzle, spatial-geometric and strategic categories, designed to measure reasoning abil...

Metric: Score. Source: razor233.github.io. Saturation forecast: Estimated already saturated. 19 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 2.5 Pro (Preview 03-25)0.93#123
2Doubao-1.5-Thinking-Pro0.84#134
3O3 Mini0.79#272
4DeepSeek R10.69#251
5O1 (2024-12-17)0.65#149
6Qwen 3 32B (Thinking)0.58#443 (Qwen 3 32B)
7Claude 3.7 Sonnet (Thinking)0.52#249 (Claude 3.7 Sonnet)
8DeepSeek R1 Distill Qwen 32B0.35#655
9Gemini 2.0 Flash (Thinking)0.34#342 (Gemini 2.0 Flash)
10DeepSeek V3 (0324)0.27#340
11Gemini 2.0 Flash0.17#342
12Doubao-1.5-Pro0.16#287
13GPT-4o0.08#343
14DeepSeek-R1-Distill-Qwen-7B0.06#1415
15Qwen 2.5 72B Instruct0.04#454

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

Interactive version: theaggregate.ai/benchmark?slug=korgym-mathematical-and-logical · How It Works · Data refreshed daily, snapshot 2026-10-20.