the liquid: devil's food cake is made with hot coffee, boiling water, or sometimes sour cream. red velvet has a distinct tang from its use of buttermilk and vinegar. the color: lastly, and most obviously, devil's food cake isn't colored with red food coloring, so it has a deep dark chocolate color.