Apparatus, systems, and methods for forming baked goods having a filling recess for receiving a filling by a baking assembly including a base tray receiving at least one batter cup each cup defining a batter cavity therein. A cavity cup tray is nested with the base tray and receives at least one cavity cup for positioning within the corresponding batter cavity to form the filling recesses.