What is the most profitable area of agriculture?

Small-scale farmers have done well with all of those crops. A lot of folks have failed with them, too. The main secret is to care enough about what you are doing to make an obsession out of doing every part of it as well as possible. If you're unwilling to take that approach, you're better off working for someone else.