The Guardians got shut out by the Tigers 1-0 in their series opener from Detroit.
Brayan Rocchio committed an error in the eighth inning, which scored the game's only run.
Angel Martinez recorded two of the team's three hits.
Scott Barlow got the loss in relief as Cleveland remains first in the AL Central at 56-and-33.
The four-game series continues tonight.