Just as a counter example, Midjourney is completely self funded and profitable. But they are images, LLMs might be more expensive to train but their inference is cheaper.
So the frontier model companies might have crazy valuations and they might never reach that. But that might not mean they are actually unprofitable.
https://news.ycombinator.com/item?id=48465269