Tino Martinez homered and drove in three runs for the Devil Rays, who have lost four of five. Aubrey Huff was 2-for-4 with a solo home run.
Vinny Chulk (1-3) earned his first major league win with 1 2/3 scoreless innings relief of starter Justin Miller, who lasted just 3 2/3 frames. Justin Speier threw a perfect ninth for his seventh save.
The Blue Jays trailed 5-3 before erupting for five runs in the bottom of the third and knocking Devil Rays rookie Scott Kazmir from the game.
2014: NFL Cheerleaders [PHOTOS]
Julius Randle breaks leg during NBA debut