But counting their World Series sweep, the 1927 Yankees had a total record of 114–44 --- which is still the all-time highest single-season winning percentage (. 721) in American League history. The 1998 Yankees, who also won their World Series in a sweep, are second with a full-season mark of 125-50 (. 714).