Described herein is a baked confectionery which is produced by baking a fat-based confectionery comprising a nut, wherein the baked confectionery preferably comprises a compound selected from the group consisting of isomaltulose, mannitol, and maltitol. Also, described herein is a method for producing a baked confectionery, comprising preparing a fat-based confectionery comprising nuts and preferably also comprising a compound selected from the group consisting of isomaltulose, mannitol, and maltitol, and baking the fat-based confectionery.