Pompey missed out on top spot in their Papa John's Trophy group after losing at home to West Ham U21s.
Kai Corbett's scored the game's only goal in just the fourth minute, while Jordy Hiwula came close to grabbing a leveller for Kenny Jackett's side.
The hosts handed debuts to six players, with academy graduate Harry Kavanagh among those making their Blues bow.