A flat fee service for open-source LLMs is somewhat unique, even if I don't see myself paying for it.

Usage-based pricing would put them in competition with established services like deepinfra.com, novita.ai, and ultimately openrouter.ai. They would go in with more name-recognition, but the established competition is already very competitive on pricing