There is a distinct advantage to remaining where you are. You know the place and you have a written assurance, from the owner, that you can stay there.
You may also get a decent room now.
You move to a new place and there may be unforseen problems.
If you approach the new landlord, he may refund your deposite if you give him enough time.
It seems like a complete victory for you, to be honest.