Anaheim peppers have a soft, smoky and tangy flavor with just a little bit of kick. Overall, the flavor is mild and marries well with other ingredients. Unlike some other peppers, you may not be able to immediately detect the presence of Anaheim peppers in a dish, but they do offer a mellow and flavorful touch.