Preheat oven to 350 degrees.
Prep the round cake pans with baking spray,
Add the butter, both sugars, oil, and vanilla to a large mixing bowl on medium high speed. Mixing together for about 4-5 minutes. (Or until light, fluffy and combined.)
Add the eggs one at a time. Mix until mostly combined after each addition. Using a rubber spatula scrape down the sides of the bowl to make sure all ingredients are well blended.
Add flour, baking powder, salt, cinnamon and allspice to a bowl. Whisk together to combine.
Reduce the mixer speed down to its lowest speed. Slowly add the dry ingredients to batter.
Pour in the apple cider and the milk .Mix on low speed until the batter is just combined.
Carefully divide batter into the three cake pans making sure they are even.
Bake at 350 degrees for 22-25 minutes. (Or until a toothpick inserted into the centers comes out clean.)
Allow to cool in the pan for 10 minutes.
Flip the pans one at a time to remove the cake from the pans onto cooling racks. Allow cake layers to come to room temperature.
Using a cake leveling tool shave off the top of the top of each cake.