Clemson took control of the game when it scored a touchdown with 10 minutes left in the fourth quarter.
Deshaun Watson threw his third touchdown of the contest to Deon Cain, who leaped over a Troy defender in the right side of the end zone to haul in the 23-yard pass on third-and-4.
It was a 11-play, 75-yard drive for the Tigers.