The Guardians shut out the White Sox 5-0 from Chicago.
Ben Lively gave up one hit before leaving the game in the second inning after getting hit by a comebacker.
Pedro Avila earned the win in relief while Lane Thomas led the offense with a three-run homer.
Cleveland has won three of five to remain first in the AL Central and will go for the series sweep this afternoon.