The Guardians got shut out by the Red Sox 8-0 from Progressive Field.
Jose Ramirez scorched a double for one of the team's four hits.
Carlos Carrasco got the loss after giving up five runs on nine hits over five innings.
Cleveland is still first in the AL Central at 17-and-7 and will go for the series win this afternoon.