Cheesecake gets its flavor from cream cheese. Cream cheese, eggs, sugar, and usually vanilla are the main base ingredients in cheesecake. While the cheesecake is sweet, the cream cheese balances out the sweetness and provides a mild, creamy, and sometimes tangy flavor.