The exact ingredients and preparation method of babka may vary depending on the specific recipe, but the following are some common ingredients used to make babka cake: flour, yeast, sugar, eggs, butter, milk, salt, and filling. Once baked, babka cake is often dusted with powdered sugar or drizzled with a sweet glaze.