Huff hit a 1-1 offering from Brian Stokes over the wall in center. It was only the fourth hit of the night for the Orioles, and left Stokes with a 1-4 record.
James Shields started for the Devil Rays and allowed three hits over nine innings. It was Tampa Bay's fourth loss in five games.
The Devil Rays loaded the bases with two away in the 10th, but B.J. Upton grounded out to end the inning. Upton was hitless in five at bats after having had at least one hit in his 10 previous games.
Swim Week Miami Beach 2014 [PHOTOS]