Decadent Chocolate Peanut Butter Fudge Recipe. Mmmm fudge! Nothing beats homemade fudge, and this decadent chocolate peanut butter fudge recipe is simply divine. This is one easy to make fudge recipe (honestly, it is so simple to prepare!) that is truly a rich and delicious treat. Whether you are making fudge for the holidays, a gift, or simply as a lovely confection to have in your house, this chocolate peanut butter fudge recipe is one you will want to make and share again and again.