Rowe also contributed to the Tigers' success in 1934 and 1935 with his hitting. In 1934, he hit for a .303 batting average and had eight doubles, two home runs, and 22 RBIs in 109 at bats. In 1935, he raised his average to .312 with three home runs and 28 RBIs in 109 at bats. In his 15 seasons in the big leagues, Rowe hit 18 home runs (14th best in major league history for a pitcher) and 153 RBIs. His career batting average was .263 (239-for-909).