the addition to guanciale in carbonara sauce is the main reason the flavor of alfredo and carbonara sauce differs to such a degree. guanciale gives carbonara an earthy, funkier edge whereas alfredo sauce relies solely upon its buttery virtues to seduce its way into your mouth.