The Showstopping Maple-Walnut Cake That Tastes Like Fall

Why It Works

Using oil instead of butter keeps the cake moist, since oil remains liquid at room temperature while butter solidifies.
Chilled cream cheese and softened butter make a stable frosting: The butter whips easily, and the cream cheese keeps it from loosening during assembly.

This maple walnut cake tastes like fall dressed up for the holidays. Two plush, nutty layers are made with ground walnuts, brown sugar, and maple syrup for deep, toffee-like flavor, then stacked and cloaked with swoops of tangy maple–cream cheese frosting. A scattering of walnuts and a drizzle of syrup give it a final flourish and crunch. It’s a festive showstopper for Thanksgiving or any fall gathering, perfect for anyone who loves cake more than pie.

The Cake Layers

This cake recipe, which was developed by our colleague Melissa Gray-Streett in our Birmingham, Alabama Test Kitchen, and is as streamlined as it is impressive. It starts with grinding walnuts in a food processor before mixing in flour, leaveners, and the rest of the ingredients to make the batter right in the same food processor bowl—an easy technique that creates a plush crumb with rich nutty undertones.

Using oil instead of butter in the batter makes the cake exceptionally moist, since oil stays liquid at room temperature while butter firms up once cooled. Buttermilk brings a subtle tang that balances the sweetness, while also reacting with the baking soda to give the layers extra lift. Light brown sugar and maple syrup bring deep, toffee-like sweetness, balanced by the aromatic, floral, and slightly citrusy cardamom.

The Maple-Cream Cheese Frosting

While the cake layers feature earthy walnuts and warm spices, the frosting provides contrast with its tangy cream cheese base. To start, chilled cream cheese is beaten with softened butter until smooth and fully emulsified. The cream cheese’s cool temperature and dense texture help create a stable emulsion with the butter, preventing the frosting from turning greasy or too soft. This structure keeps the frosting firm enough to spread neatly and ensures it doesn’t droop once layered on the cake. From there, maple syrup and vanilla enrich the base, and confectioners’ sugar adds structure while maintaining a soft, spreadable texture. The result is a frosting that’s fluffy yet smooth, sweet but nuanced, with maple’s caramel notes running through each swirl.

Serious Eats / Morgan Hunt Ward, Prop Stylist: Julia Bayless, Food Stylist: Margaret Monroe Dickey

Assembling the Cake

Once the cake layers are baked and cooled, it’s time for the grand finale. A serrated knife levels the tops for neat stacking and a clean cross-section, with any trimmings saved for snacking. A generous swoop of frosting between the two layers keeps them steady, while the rest is spread freely across the top and sides in soft swirls. A scattering of candied walnuts adds crunch and shine, their irregular shapes catching the light like fallen leaves, and a final drizzle of maple syrup ties it all together. It’s a cake that celebrates fall in grand style, with layers as inviting as the season itself.

This recipe was developed by Melissa Gray Streett; the headnote was written by Laila Ibrahim.