The club first participated in the 1re série during the 1931-32 season. They lost to Stade Français in the final, 3-2 in overtime. The following season, Racing Club was again defeated by Stade Français in the final, this time by a score of 1-0. The club again played in the final in the 1943-44 season, but were shutout by Chamonix Hockey Club, 5-0. In the 1949-50 season, Racing Club won their first French championship, a feat they would accomplish again the following season.