I can totally see the same happening here; on-device LLMs are a toy, and then they eat the world and everyone has their own personal LLM running on their own device and the cloud LLMs are a niche used by large institutions.
I can easily see the advantage, even now, of running the LLM locally. As others have said in this topic. I think it'll happen.
edit: thanks for clarifying :)