Ainge was selected in baseball's 1977 amateur draft by the Toronto Blue Jays.
After three years with the Blue Jays, Ainge decided to pursue a career in basketball and was chosen in the 1981 NBA draft by the Boston Celtics, who had to buy out Ainge's contract from the Blue Jays after a legal battle.