The one in the exhaust section on this website is reviewed by Celica GT owners from 2003/2004. Its very possible that there may have been an updated version released since then and now. Its also very possible that the GT-S version was not available in 2003/2004 at the time of the reviews.
Today, my best advice would be to purchase the current version for the correct model of Celica you own.