I bought premade vanilla-flavored iced coffees from Coffee Mate, Dunkin', International Delight, Starbucks, and Cafe Bustelo to find the best drink.

Best Flavored Brew: Barissimo Ground Coffee – French Vanilla. Subtle is the name of the game when it comes to flavored coffees. Luckily, the hints of pure vanilla extract in this pick are just that.