In the bowl of an electric stand mixer or with a hand mixer, beat the cream cheese, peanut butter, powdered sugar, and vanilla together until smooth.
Cover and chill until firm, about 6 hours or overnight.
Once firm, scoop out and roll into 1-inch balls.
Quickly dip into melted chocolate and top with chopped peanuts.
Store, wrapped in fridge, until ready to serve.
