There are some wealthy farmers, but most farmers are not wealthy.
It can make you rich, but you need a lot of luck, and you must farm a large area.
Even then the weather can wreak havoc on your operation and wipe out your income for the year.
Farming is not the most lucrative career out there, but if you can afford the equipment, it can be very profitable.