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.