Players in Gin Rummy try to create sequences of three or more cards in the same suit or melds of three or four cards of the same rank.sata king . Wins and gameplay in Gin Rummy. Players draw and discard cards to improve their hands as the game progresses through multiple rounds. When a player has successfully melded every card in their deck, they can declare "Gin" and receive bonus points for their deft play.