i have never seen someone get fat off sweet potato
however keep in mind potato's are hard to digest and for some people very very hard. so if you notice that you need to back off.. you don't want your body using up tons of energy digesting food
The nutrient profiles of the two are pretty similar. Potatoes get a bad wrap but they're a perfectly fine food to eat. Just make sure not to cover it in bacon bits and sour cream