I expect that the reason for their existence is political rather than financial (though I have no idea how that's structured.)

It's a big deal that open-source capability is less than a year behind frontier models.

And I'm very, very glad it is. A world in which LLM technology is exclusive and proprietary to three companies from the same country is not a good world.