Mizell started Game 3 of the 1960 World Series against the New York Yankees but was removed in the first inning, having given up three hits and a walk while only retiring one hitter. He was charged with the loss as the Yankees won 10–0. His only other appearance came in Game 6, when he pitched a scoreless fourth and fifth inning's in Pittsburgh's 12–0 defeat. Despite posting a 15.43 ERA, Mizell became a World Series champion for the only time in his career, as the Pirates clinched the series in Game 7 on Bill Mazeroski's game-ending home run.