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Preheat the oven to 350 degrees F. Grease a 12-count cupcake tin, or line with paper cupcake liners.
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In a large mixing bowl, combine the flour, cinnamon, ginger, cloves, nutmeg, baking soda, and salt. Stir until well combined.
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In another large mixing bowl, whisk together the oil, almond milk, brown sugar, molasses, egg, and vanilla extract.
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Add the dry ingredients to the wet ingredients and stir until just combined.
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Pour the batter into the prepared cupcake tin, filling each about ⅔ full. Bake at 350 degrees for 13-17 minutes, or until cupcakes are cooked through and a toothpick pulls clean from the center.
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Let cupcakes cool in the pan for 5 minutes, then remove and let finish cooling on a wire rack.
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Meanwhile, prepare the frosting. Combine the dairy-free cream cheese, dairy-free butter, powdered sugar, vanilla, and cinnamon in the bowl of a stand mixer (or in a large mixing bowl with a hand mixer). Using the whisk attachment on the mixer, start on low speed until ingredients start to incorporate, then increase speed to high and mix until the frosting is light and fluffy.
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When the cupcakes are completely cool, pipe or spread the frosting onto the cupcakes and enjoy.