I usually use a combination of all three depending on the design.
this cake was a combination. The kart and brick wall are mostly cake(the exhaust pipes are RKT), the "dry bones" Mario Kart figure is RKT covered in fondant. I would focus on what you are most comfortable with. Good luck and don't forget to post pictures!