Machado went 2-for-5 with an RBI, reaching base three times as the O's clinched a series victory over their hosts.
Asked Sunday if he'd stick with the trend or not, Machado -- who hadn't hit without batting gloves in a big league game until Saturday -- said it would be a "game-time decision" after he took batting practice with his gloves.
Machado went with his gloves for the first two at-bats Sunday, then removed them for his third at-bat and notched an RBI single. He also drew a walk without the gloves in the seventh.
Brittany Ghiroli is a reporter for MLB.com. Read her blog, Britt's Bird Watch, and follow her on Twitter @britt_ghiroli. This story was not subject to the approval of Major League Baseball or its clubs.