PLCC - Culture & Tradition: leaderboard

PLCC (Polish Linguistic and Cultural Competency benchmark, Dadas et al. 2025) category of 100 open-ended questions on Polish beliefs and religion (Christian and folk traditions, Slavic mythology), pop culture, and everyday customs, cuisine and clothing. Each answer is graded by rule-based acceptance conditions with binary credit; accuracy 0-100, higher is better.

Metric: Accuracy (%). Source: huggingface.co. Saturation forecast: Estimated already saturated. 244 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)100#64
2Gemini 3.5 Flash100#66
3Gemini 3 Pro (Preview)99#71
4Gemini 3.8 Flash99#30
5Gemini 3 Flash (Preview)98#90
6GPT-6 Astra98#6
7Gemini 3.6 Flash98#57
8Gemini 3.7 Flash98#24
9GPT-6.1 Sol98#7
10Gemini 4 Argon98#9
11GPT-5.5 (High)98#33 (GPT-5.5)
12Claude Fable 596#20
13GPT-5.6 Sol (Medium)96#22 (GPT-5.6 Sol)
14Gemini 2.5 Pro (Preview 06-05)96#118
15GPT-5.5 (Low)96#33 (GPT-5.5)

Interactive version: theaggregate.ai/benchmark?slug=plcc-culture-tradition · How It Works · Data refreshed daily, snapshot 2026-11-05.