Cavan's first four points came from Seanie Johnston but Antrim kept their noses in front through Michael McCann (2), James Loughery and Paddy Cunningham.
They doubled their advantage six minutes later when James Graham hit a flat Cunningham pass to twist his way over, Jamie Foster goaling both tries to put Saints in the driving seat.