The following year, the Barons made a return to the Cup and made their biggest impression in club history. They began as they had the previous two tournament appearances with a 3–0 shutout win over historic USASA club, New York Greek-American Atlas. The Barons would host their second round match against the Long Island Rough Riders of the USL Second Division, and they used their home field advantage at Carey Stadium to thrash the Rough Riders 4–0. Ruben Mingo, Tony Donatelli, Chris Williams and Steven Wacker all scored in one of the second round’s biggest upsets.