AI for Education Pedagogy - Social studies: leaderboard

The social studies slice of the pedagogy exam set: four-option multiple-choice questions on teaching and assessing that subject, drawn from Chilean teacher qualification exams and translated into English. Items are answered closed-book in a single turn and scored by exact match on the answer letter. Higher is better. Source: arxiv.org/abs/2506.18710.

Metric: Accuracy (%). Source: www.fab-ai.org. Saturation forecast: Estimated already saturated. 249 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.591.82#31
2O391.82#124
3GPT-5.6 Sol90.91#19
4GPT-5 (Medium)90.91#98 (GPT-5)
5GPT-6 Astra (High)90.91#6 (GPT-6 Astra)
6Gemini 3.1 Pro (Preview)90#58
7GPT-5.4 (Medium)90#79 (GPT-5.4)
8GPT-5.1 (Medium)90#135 (GPT-5.1)
9O1 (Medium)90#183 (O1)
10GPT-6 Astra89.09#6
11Gemini 3.8 Flash89.09#21
12Claude Fable 589.09#16
13Claude Opus 4.688.18#63
14DeepSeek V4 Pro88.18#102
15Qwen 3.8 Max88.18#35

No result here: #3 Claude Opus 5.5, #7 GPT-6.1 Sol, #8 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=ai-for-education-pedagogy-social-studies · How It Works · Data refreshed daily, snapshot 2026-10-20.