The winner of Saturday's decider will enter England's Super 10 group.
Hong Kong won the toss but their total of 116-6 never looked enough as spinner Mohammad Nabi took 4-20.
Openers Mohammad Shahzad (41) and Noor Ali Zadran (35) added 70 as Afghanistan won with two overs to spare. Hong Kong join Scotland in being eliminated.