Preheat the oven to 350 degrees F. Grease a 9 x 13-inch baking dish.
In a large mixing bowl, combine the cake mix, cherry pie filling, eggs, and almond extract. Beat with a hand mixer for about 2 minutes, or until the batter is smooth and fluffy.
Pour the batter into the prepared baking dish and spread it into an even layer.
Bake for 28 to 32 minutes, or until a toothpick inserted into the center comes out clean.
Place the baking dish on a wire rack and cool completely.
Spread the Cool Whip evenly over the cooled cake.
Arrange the maraschino cherries over the top of the cake, spacing them evenly to create 12 servings.
Refrigerate for at least 30 minutes before serving.
Notes
Mix the batter only until combined and fluffy. Overmixing can make the cake heavier.
For a stronger almond flavor, add an extra ¼ teaspoon almond extract. Slivered almonds make a simple garnish and add a little crunch.
Chilling the cake before serving helps the topping set and makes cleaner slices.
Store covered in the refrigerator for up to 4 days.
This recipe can be baked as cupcakes. Reduce the baking time to about 18 to 22 minutes and check for doneness with a toothpick.