The Sugar Cookie Almond Milk Latte from Starbucks is made with the coffee chain's blonde espresso, sugar cookie-flavored syrup, steamed almond milk, and is topped with red and green sprinkles. You can also make your own version at home with this recipe that uses almond extract, vanilla extract, and white chocolate chips instead of the sugar cookie syrup. Starbucks also brought back the longstanding fan favorite Peppermint Mocha for the holiday season, as well as the Toasted White Chocolate Mocha and the Irish Cream Cold Brew.