Turner, returning cautiously from microfracture knee surgery, had an RBI double, walked and made a diving defensive stop at third base. He is expected to be at full strength for Opening Day.
"Everything's a test to see how I feel on both sides of the ball," said Turner. "I felt good today. I was anxious to get back out there in a real game. I slid into home, dived for a ball and everything felt fine."
Peralta allowed six runs in 3 2/3 innings. Jonathan Lucroy, serving as Milwaukee's designated hitter, reached twice and drove in the first Brewers run with a single in the sixth.