Well Speaking from the Pizza Hut versions (since I've had both)
I would have to go Deep Dish.
1. The crust is a different taste (which I actuall like)
2. There is A LOT less grease on the deep dish (I didn't even need to wipe my hands with a napkin)
3. The cheese seems better quality on the Deep Dish.