Data Analysis: How to Predict a Game's Final Performance Using Steam Demo Concurrent Players?

GamesDiscover compared data from over 2,500 Steam games and found that, by median, a game's peak concurrent players is 3.01 times its demo CCU. The sample covers 2,569 games launched between January 2024 and August 2026 with demo CCU above 50, where the top 20–30% of demos convert at 6.24x and the bottom 20–30% at just 1.29x.