This project focus on the study of players probability perception in chance-based video games. A literature review, revealed two different types of probability misinterpretation in chance-based games. These misinterpretations are studied in a video game designed around chance-based actions. Results were mixed and inconclusive, but certain trends were observed, that corresponds with some of the literature.A mind map for further work is created in the perspective.