Abercrombie captained the Westlake Boys High School to the national secondary schools basketball title in his senior year, averaging 20.5 points, 11 rebounds and 2.8 steals per game, while being named NZ Academy of Sport High Performance Player for the second successive year.
In 2006, Abercrombie moved to the United States to attend Washington State University.