Abstract: The invention provides a system and methods for measuring, displaying, and comparing player performance in a multi-player computer-based gaming system. The system and methods of the invention are useful for improving a player's performance by identifying strengths and weaknesses relative to other players. The system and methods are also useful for identifying team players, identifying strengths and weaknesses of opponents, developing strategies for dealing with specific opponents, and handicapping players and teams for entertainment and for wagering.