have you talked to him about it?

you're right there should be no issue about cost but are you sure that this is his real issue with going to therapy as a couple?

He has to want to get help for anything to help. perhaps what you really need is to sit down as a couple and just talk about things. it isn't an easy subject so i'm guessing that you haven't had that talk yet.