People often associate kaffir lime leaves with lime due to their name, but their taste is not exactly like lime. They do share some citrusy notes. However, kaffir lime leaves offer a distinctive flavor profile that combines citrus, floral, and bitter elements. Lime is mostly just tangy and citrusy. That said, kaffir lime leaves have a more complex taste than lime.