The England youth international joins Andy Carroll and Sammy Ameobi as past winners of the award which he collected in front of a packed house, including some North East greats like World Cup winner Jack Charlton, boxer Glenn McCrory and Toon coaches John Carver and Dave Watson who were also present.
The 17-year-old will play in tonight’s FA Youth Cup clash with Chelsea (7.05pm) at St James’ Park.
Armstrong scored in each of the previous rounds against Barnsley, Sunderland and Derby County.
Access to the stadium can be gained via the East Stand tonight but unlike reserve-team fixtures, season ticket cards won’t grant free admission.