Various embodiments facilitate location-aware distributed competitions. In one embodiment, a system facilitates a distributed sporting event that includes multiple players traveling over non-uniform courses that are remote from one another. The system includes a manager that receives state information, such as location information, from client devices used by each of the players. The manager then transmits location information for each of the players to the client devices, which are each configured to present a graphical representation, such as a map annotated with the locations of each of the players. The system corrects for disparities between the non-uniform courses traveled by the players, for example by mapping a location on a course traveled by a first player to a location on a course traveled by a second player. Various mechanisms for establishing the mapping between non-uniform courses are also described.