Ghost chili peppers are annuals but they can last between 3 and 5 years with the right growing condition. Most peppers have a simple process that is sown, grown, picked, and condemned for the rest of the season. Ghost chili peppers can produce all year long in the right condition and you might not get winter produce but they can survive that long.