They played Black Cat earlier in the year, I think. If you could find out if that show sold out, it would be a good indication.
(Sorry, that wasn't much help. I wouldn't say they're hugely popular--"popular" in terms of the type of artists Black Cat hosts--so my guess would be it won't sell out, especially considering it's already so close.)