Abercrombie made his debut for the Tall Blacks in 2006. In 2007, he represented New Zealand at the World University Games. He has been a regular with the Tall Blacks since 2009. In 2018, he won a bronze medal at the Commonwealth Games. In 2019, he played at the FIBA World Cup.