Like SECS said, these plants are, for the most part, tropical perennials. They were made for the climate you're talking about. It is my understanding that, even though plants can live for a decade or more, some tropical farmers pull their plants after three years and keep planting new ones bc the younger plants are better producers.
Nothing lasts forever, even under ideal conditions.