F1 Penalty Watch
"This sport these days is more about penalties than about racing"
— Max Verstappen
Search
Search through F1 penalties and incidents with our advanced search engine.
Visualise
Dive into interactive visualizations and statistics about F1 penalties.
Predict
Use our AI model to predict potential penalties based on incident descriptions.
About
Learn about our project, methodology, and data sources.