The Guardians avoided the sweep after crushing the Red Sox 8-1 from Fenway.
Joey Cantillo earned the win after giving up the lone run over six innings.
Gabriel Arias blasted a two-run homer as Cleveland snapped a three-game skid and will visit the Rays tonight.