It depends what you're looking for really.

The X-Box is not a games console, more of a PC dedicated to games; hence it has such good graphics.

The GameCube is more about gameplay than anything else, and the graphics are good but not the best.

The PlayStation 2 is a great console because it has great developer support, so you will find a much wider range of games on it, and it can play DVD's too.