AI for Education Visual Reasoning - pattern completion (2d): leaderboard

The "pattern completion (2d)" subtask of AI for Education Visual Reasoning. A task from the AI for Education benchmark measuring visual reasoning over educational diagrams, charts and figures.

Metric: Accuracy (%). Source: www.fab-ai.org. Saturation forecast: Around January 2027. 67 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)86.3#58
2Gemini 3.6 Flash83.6#51
3GPT-5.6 Sol82.2#19
4Gemini 3.5 Flash82.2#60
5Gemini 3.7 Flash79.5#23
6Gemini 3 Flash75.3#99
7GPT-5.574#31
8Gemini 3 Pro72.6#80
9Qwen 3.5 397B A17B71.2#146
10Kimi K371.2#30
11GPT-5.4 (Medium)69.9#79 (GPT-5.4)
12Qwen 3.6 Plus67.1#120
13Kimi K2.565.8#144
14GPT-5.2 (Medium)65.8#110 (GPT-5.2)
15Qwen 3.6 27B63#170

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

Interactive version: theaggregate.ai/benchmark?slug=ai-for-education-visual-reasoning-pattern-completion-2d · How It Works · Data refreshed daily, snapshot 2026-10-20.