In recent years, open-world environments in video games have become increasingly popular and immersive. Millions of players are able to explore virtual landscapes that resemble the real world, yet significant differences exist. This study investigates the geographical accuracy of 15 open-world video games. The virtual landscapes in these games were analyzed for horizontal distance compression, increased slopes, idealized climate, simplified vegetation and water features, underpopulation, and spatial segregation of ethnic minorities. The findings show significant differences between the games in terms of their geographical accuracy, with some exhibiting a more realistic representation of the natural and cultural environment compared to others. This study sheds light on the relationship between virtual landscapes in video games and our perception of the real world, offering new insights into this rapidly growing field.