Southern classic, legendary for its easy-to-remember ratios, the 1-2-3-4 Cake gets its name from the quantities of its main ingredients: one cup of butter, two cups of sugar, three cups of flour, and four eggs. It includes baking powder, milk, and vanilla, making it a staple for the baker.