Ranking of individual players or teams in sports, both professional and amateur, is a tool for entertaining fans and developing sports business. Depending on the type of sports, different ranking systems are in use1. A challenge in sports ranking is that it is often impossible for all the pairs of players or teams (we refer only to players in the following. However, the discussion also applies to