Yes Potato soup does contain carbs.
The amount of carbs potato soup contains is around 25 g of carbs and 7 g of saturated fat and 120 to 190 calories per bowl of potato soup.
But if you add bacon or other things such as cheese to the potato soup the calories could go up to 200 or more.