The ketogenic diet combines high fat, high protein, and low carbohydrates to achieve weight loss and weight control. So, you can eat cake on a keto diet! There are various types of keto cakes made gluten free and no added sugars, making them easy on the stomach and suitable for those with wheat or barley allergies to enjoy the taste of cake.