The 19 year old allegedly held up a delivery driver at knife point in Kent Street around 10:15pm, before running off with three of the Italian treats.

Officers later tracked down the alleged offender to a house in London Street, where they said empty pizza boxes were strewn across the lounge-room. 

He was arrested and charged with armed robbery and refused bail to appear in Port Kembla Local Court on Monday.