St. Louis tied it 2-2 on his first goal, coming midway through the first. His second put Tampa Bay ahead 4-2 at 14:39 of the second.
Most of Detroit's regulars didn't make the trip.
Tampa Bay was without Vincent Lecavalier, who led the NHL with 52 goals last season. The center left Saturday's game against Washington with an upper body injury.