Paul Thompson's side had been beaten 5-2 at Basingstoke Bisons on Wednesday night and travelled to Belfast tonight.
Two goals from Barrie Moore had the Blaze 2-1 ahead at the end of the first period,cancelling out Peter Campbell's strike.
George Awada tied the game but in over time, Ed Courtenay hit the winner for the Giants.