Save your money... no noticeable gains and many people report idle and cruise control problems with the aftermarket TB's for the 03/04's. Like SVT98Snake already stated, have your stocker ported.
If you ever go Twin Screw...that would be the time to upgrade the stock TB with a larger single oval. But if you are using the Eaton, just get it ported along with the plenum.