Herbal tea is made from herbs, fruits, and botanicals like chamomile, hibiscus, and peppermint, not tea leaves. That’s why many are naturally caffeine-free and bursting with comforting flavors. Black and green teas, on the other hand, come from the Camellia sinensis plant and carry a more robust, earthy taste with caffeine.