Scoring Points in Rummy At the end of a round, each player loses points equal to the summed-up values of their remaining hand cards. And the winner gains the sum of all their fellow players' scores. According to rank (2, 3, 4, 5, 6, 7, 8, 9). In the case of going Rummy, all positive and negative scores count double!