Los Angeles cut it to 8-6 with a three-run seventh against All-Star reliever Brett Cecil. Ethier drew a bases-loaded walk and Ellis hit a two-run single. The Dodgers left the bases loaded when Ethier was forced out at home plate on Nick Punto's comebacker.
Carl Crawford singled off Oliver to begin the eighth and Yasiel Puig walked before Gonzalez homered on a 1-1 pitch.
"For me, Adrian's been our guy all year," Mattingly said. "I know Hanley (Ramirez) has been really hot, but Adrian has just been there the whole season for us. He doesn't get the same attention because he's kind of been consistent."
Neither starter figured in the decision. Blue Jays right-hander Todd Redmond allowed three runs and seven hits in a career-high 5 2-3 innings. He matched his career high with six strikeouts.
Capuano allowed five runs and seven hits in 4 1-3 innings.
Dodgers outfielder Matt Kemp sat out his second straight game with a sore left ankle. Kemp is expected to miss the entire three-game series.
NOTES: The Dodgers opened a roster spot for Marmol by placing RHP Jose Dominguez on the 15-day DL with a strained left quadriceps. ... The Blue Jays bumped OF Melky Cabrera up from fifth to second in the order, dropping Bautista to third and Edwin Encarnacion to fourth. ... Dodgers pitching coach Rick Honeycutt will be away from the team for several days following the death of his mother-in-law, Mattingly said. Bullpen coach Chuck Crim will replace Honeycutt, and minor league pitching coordinator Rafael Chaves will take over for Crim.