Strategy & Scoring. Players score points based on the value of unmatched cards that remain in their opponent's hand after one player goes out in the rummy noble appsgame, which usually consists of several rounds. Because players must balance their attempts to form melds with the possibility of losing points, this scoring mechanism adds an exciting layer of strategy. Card enthusiasts love Gin Rummy because it combines psychological strategies with deft play.