Melt Baking and Hard caramels with butter and water in a medium saucepan over low heat until smooth, stirring often.
Add the peanuts and cook 2 minutes. Stir in the baking soda and vanilla. Immediately spread out thinly onto a cookie sheet to cool completely. Break into pieces to serve.