Polish History Matura - 2023 Exam: leaderboard

The official 2023 Polish Matura (high-school exit exam) paper in history, in the new exam format: 36 source-based short-answer questions and a 600-word essay, answered in Polish and graded with the official CKE guidelines, cross-checked by a trained examiner (2026 study). Mean normalized score over three runs in percent; higher is better.

Metric: Mean normalized score (%; the official 2023 Polish Matura history paper in the new exam format, 36 short-answer questions plus the 600-word essay (every one of the three topics written), graded with the official CKE guidelines and cross-checked by a CKE-trained examiner; three runs at default temperature via OpenRouter, prompts in Polish). Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.

Top models

#ModelScoreOverall rank
1Claude Sonnet 4.696.11#161
2GPT-5.494.26#123
3Gemini 3.1 Pro (Preview)93.7#94
4Grok 490.74#307
5Claude 3.7 Sonnet90#458
6Grok 4.2086.85#297
7Gemini 2.5 Pro86.11#266
8GPT-4o84.44#741

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=polish-history-matura-2023-exam · How It Works · Data refreshed daily, snapshot 2026-11-13.