While both pies are creamy and delicious, they are not the same. This Southern buttermilk pie recipe has a tangy flavor, and the filling is held together with eggs. On the other hand, you first cook the filling in a saucepan for a sugar cream pie. You also traditionally add cinnamon or cinnamon sugar on top of a sugar cream pie before baking.