Place popped corn and peanuts in large bowl. Stir until mixed well.
Place brown sugar, corn syrup, and butter into medium saucepan. Bring to boil and boil slowly for 5 minutes. Remove from heat and add vanilla and baking soda. Pour over popped corn and peanut mixture, stirring until well coated. Spread evenly on two large baking sheets.