The Guardians got shut out by the Red Sox 2-0 from Boston.
Jose Ramirez, Josh Naylor and Gabriel Arias accounted for Cleveland's three hits.
Ben Lively got saddled with the loss after giving up both runs over five innings.
The Guardians slipped to 12-and-6 on the season, but can still go for the series win this afternoon.