When I called ATT to cancel my unlimited plan, they assured me it would transfer even to their LTE network. Now this was for an iPad, so it is different, but you might call them up and say, "I need to upgrade my phone, and the only reason I'm with you is due to the unlimited plan I'm on right now. Can I transfer that to a new phone, or should I look for a new provider?"
It should work.