In , he ranked Number 47 on The Sporting News list of the 100 Greatest Baseball Players, one of five players so honored who played all or most of their careers in the Negro leagues, and was nominated as a finalist for the Major League Baseball All-Century Team.
Leonard's contemporaries, including catcher Roy Campanella and pitcher Dave Barnhill, cited his quick bat as one of his greatest strengths.