The main difference between rice and rice pilaf is the cooking method and the flavor. Regular rice is typically cooked, baked, or steamed with plain water; however, rice pilaf is browned in butter. By definition, a pilaf is sautéed with aromatics before being cooked in broth. Pilaf generally has a nutty flavor and is known as seasoned rice when additional spices are added.