Although they may look alike and even taste similar, they are made with different ingredients. Believe it or not, dulce de leche is thicker than caramel sauce and they are made differently as well. Caramel is made by heating white granulated sugar until it is brown. Dulce de leche is made by heating up sweetened condensed milk.