Various types of graphical leaderboards for electronic multiplayer gaming events are disclosed. Examples of player-specific graphical leaderboards that may be presented to individual players in the multiplayer gaming event to provide leaderboard information tailored to their own scores are disclosed, as well as player-agnostic graphical leaderboards that may present relative ranking information for a plurality of players in a player-non-specific manner.