Hellickson (9-10) limited the Blue Jays to five hits, striking out six and walking two en route to the victory.
Evan Longoria drove in a pair of runs on two hits as the Rays stretched their winning streak to five games overall.
Toronto's Chad Jenkins (0-2) pitched well in his initial major league start, yielding just one run on two hits over five innings.
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