Karokan Research
Benchmarks
Benchmark tracks currently published or in development by Karokan Research.
KAROKAN-EU
The European AI Productivity Index
Assesses whether frontier AI models can perform economically valuable professional tasks in European contexts — EU law, multi-country taxation, industrial standards, and cross-border regulatory analysis.
KAROKAN-LANG
European Multilingual Evaluation
The first rigorous benchmark evaluating LLM quality beyond English, across all 24 official EU languages in professional and institutional contexts.
KAROKAN-ACTQ4 2026
AI Act Compliance Benchmark
The first benchmark evaluating whether AI systems satisfy EU AI Act requirements: risk classification, documentation, transparency, and human oversight at model and system level.