what does alfredo sauce taste like? this alfredo sauce is thick and creamy and so delicious. it's got a nuttiness from the parmesan cheese and if the garlic adds a whole other level of flavor. while it's similar to the butter and cheese sauce on cacio e pepe, alfredo is slightly more complex and uses heavy cream.