I think some of that is aesthetic, compared to the burro banana, the Cavendish is certainly more elegant looking. Burros are the ones you tend to see in most Latin American markets in the US, plump and stubby. They are no less tasty however.

Some of the other such as plantains aren't very edible raw which is why you seem them flambéd in deserts and fried into chips.