The answer is nooooo! Red Velvet Cake has a small amount of cocoa powder in it that adds flavor and aids in the red color when mixed with the buttermilk, food coloring, and vinegar. Chocolate cake does not have vinegar as an ingredient and uses more chocolate which gives it a different flavor and a different texture.