 Peitz had his best years as a batsman in 1901 and 1902 when he batted .305 and .314, respectively.Described as "a rough and ready catcher from the old school", Peitz also worked as a "floorwalker" in a Cincinnati pub during the off season.Late in the 1904 season, the Pittsburgh Pirates expressed an interest in acquiring Peitz.