Allrecipes' peanut butter chocolate cake is a simple and delicious dessert that is perfect for any occasion. The cake is made with a boxed chocolate cake mix and a homemade peanut butter frosting that is sweet and creamy. The recipe also includes instructions for making a chocolate ganache topping, if desired.