Puppy food should be filled with calories and nutrients because puppies have faster metabolism at that age, and require more good stuff for healthy development.
Wet dog food contains similar ingredients as dry dog food, but it is more nutrient-dense, and offers better hydration for dogs since it contains higher water content.