Yes, I just left a 6 figure income in July to do just that :)

I don't think the decision has anything to do with your income. If one isn't willing to risk a small part of their life without that safety blanket of a steady paycheck, they're probobably not cut out to be an entrepreneur. And if one is cut out to be an entrepreneur, no paycheck working for someone else will ever be sufficient.