It took me 9 months. In two weeks I'm quoting a day job. I hit $2k MRR (after expenses) and finished contracting. I'm planning to use the runaway money from contracting at the beginning.

For me, the worst thing is siting at the office, doing job for someone else and not being able to care about my project and customers. Doing it full time is a huge relief.