Leaderboards that aggregate data from across different wagering games (e.g., online wagering games and casino based wagering games) can create a game independent spirit of competition and recognition. Wagering game data of a plurality of players across different wagering games can be aggregated together. The plurality of players are ranked based, at least in part, on the wagering game data aggregated across the different wagering games. A leaderboard is updated based, at least in part, on the ranking of the plurality of players.