It’s gona have to be hosted and run from somewhere…

Hosting your own LLM is anything but free. Aside from the constant operational expense with people monitoring and fixing issues, you need to provision enough resources and run your own inference server, which is both nontrivial and likely to perform far worse than OpenAI. There's legitimate reasons to host an LLM yourself, but it's not a "make this cheaper" button.