His first podium came in November 2003, when he finished 2nd in a downhill at Lake Louise. He finished in second twice in 2005 in the super-G and third once in downhill. Guay suffered an injury two weeks before the 2006 Winter Olympics, and withdrew from the downhill but finished in fourth place in the super-G, missing the podium by a tenth of a second.