Combine butter and almond butter; beat with mixer at medium speed until light. Add brown sugar and granulated sugar; beat until light and fluffy. Beat in eggs and vanilla. Mix in flour and salt. Stir in candy.
Drop batter by tablespoons or ice cream scoop onto cookie sheets. Flatten slightly with the bottom of a cup dipped in sugar.