Preheat the oven to 335°F (170°C). Coat three 8-inch round cake pans with grease and line them with parchment paper.
Mix the dry ingredients – In a large mixing bowl, combine the cake mix, flour, sugar, cocoa powder, salt, and baking soda. Mix on low until combined.
Add the wet ingredients – Add the vanilla extract, melted butter, oil, buttermilk, sour cream, and eggs to the dry mix. Mix on low for 2 minutes, scrape the bowl, and mix again on medium until smooth.
Add the food coloring – Mix in the super red food coloring until the batter is evenly colored.
Bake – Pour the batter evenly into the prepared cake pans. Bake for 25 to 30 minutes, or until a toothpick inserted into the center comes out with a few moist crumbs attached.
Cool – Let the cakes cool in the pans for 5 minutes before transferring to a wire rack to cool completely.