The Devil Rays scored six runs in the fourth and five runs in the sixth.
Crawford also scored a run and finished with three hits, and Wigginton scored a run and finished with two hits, including a solo home run. Ben Zobrist had two hits and two RBI, and B.J. Upton had one RBI for the Devil Rays (60-95), who have won three of their last four games.
In 5 1/3 innings, winner Brian Stokes (1-0) surrendered three runs and seven hits.
The loser was Mike Mussina (14-7).