Walnuts are fairly mild, with their primary note being a tangy, bitter taste. Pecans, on the other hand, are known for having a naturally sweet, buttery flavour. Therefore, if you’re looking to add a touch of sweetness or a rich, buttery crunchy pecans are the nut that gets the job done.