Abstract This paper studies the relations between agent performances and their intellective abilities in mix-games in which there are two groups of agents: one group plays a minority game and the other plays a majority game. These two groups have different historical memories and different time horizons. It is found that these relations are greatly influenced by the configurations of historical memories of the two groups.