Hutchison is scheduled to start Toronto's second regular season game against the Tampa Bay Rays on Tuesday. He allowed a single to Jimmy Rollins in the fourth, walked three and struck out three.
The right-hander beat out several candidates, including Todd Redmond, Esmil Rogers and Ricky Romero, for a spot in the rotation. He was 5-3 with a 4.60 ERA in 11 starts as a rookie last season.
Dioner Navarro hit a sacrifice fly off Phillies starter A.J. Burnett in the fourth. Gabe Jacobo added a two-run single in the eighth.
Burnett gave up three hits with one walk and six strikeouts in five innings. The right-hander signed a two-year, $22.5 million deal with Philadelphia in February after spending the last two seasons with Pittsburgh.