Nowadays, the debate of chunky vs. smooth peanut butter has been replaced by the debacle of natural vs. conventional brands. Conventional peanut butters such as Jiff or Skippy may include more sugar and additives than natural, organic kinds, but when it comes to baking, one type of peanut butter emerges as a clear victor.