Rowe had another strong year in 1935 as the Tigers won their second consecutive American League pennant. He finished the regular season with a record of 19–13 with 21 complete games and a league-leading six shutouts and was selected for the American League All-Star team. Rowe went 1–2 in the 1935 World Series, despite a 2.51 ERA. He was the losing pitcher in the first game, a 3–0 Cubs victory, striking out eight batters, pitching a complete game and allowing only two earned runs. In Game 3, Rowe got the win, pitching four innings in relief. In Game 5, Rowe threw another complete game, allowing two earned runs as the Tigers lost 3–1. However, Detroit would go on to win Game 6 to clinch the World Series.