Vegetables. If you want peppery greens to spice up your vegetable garden consider growing mustard ... Afterward, store in an air-tight jar or other sealed container. Ornamentals.
The other reason is that you need to have a good amount of space to grow a family crop of asparagus. Not a problem for rural garden enthusiasts, but a lot harder for town vegetable gardens.