Speaking from experience, once you stop paying, they become available for purchase.
I let mine lapse and some Chinese gambling site picked it up for their own business. I always wondered why Chinese sites were coming to my site when I owned it lol.
If it’s a more obscure name, it’s likely it’ll just be one of those sites that advertises that it’s available until someone buys it.