In a large bowl, cream 1 cup peanut butter, butter, brown sugar, and sugar until light and fluffy. Add eggs, one at a time, beating well after each addition. Beat in the applesauce and vanilla. Combine the flour, oats and baking soda; gradually add to the creamed mixture and mix well (batter will be thick).