The striker netted after 40, 69 and in the first minute of injury time as the team moved to within two points of Sunderland at the top of Group One. Stoke replied to make it 2-1 eight minutes from time.
Only the winners of Groups One and Two progress to the play-offs, alongside three teams from the Elite Group.
We've now two matches remaining - the crunch against leaders Sunderland on Friday and 24 hours later, a trip to West Brom.
We'll have the thoughts of Academy Manager John McDermott later...
Spurs U18s: McGee, A McQueen, C-Vickers, Ogilvie, Ward, Ball, Onomah, Lameiras, Miller (D McQueen, 70), Bush (Sonupe, 73), Zapata-Caicedo.