After recording 36 points in the regular season, a career high, Reinhart won the 2012 WHL Playoffs with the Oil Kings. Reinhart was selected fourth overall by the New York Islanders, in the 2012 NHL Entry Draft and signed a three-year entry level contract with them on August 2, 2012.