Anthony “Joe Batters” Accardo reportedly earned his nickname after beating a rival with a baseball bat early in his criminal career. Although accounts differ on the exact incident, the nickname stayed with him for life. Unlike Al Capone, whose time atop the Outfit was relatively brief, Accardo quietly became one of Chicago’s longest-serving and most influential mob leaders, helping guide the organization for decades.