llm.report provides observability tooling for OpenAI API usage, allowing developers to log ChatGPT requests, visualize spending, and analyze prompt performance. The platform is self-hostable and designed to help teams monitor and optimize their LLM applications. It serves as an alternative to proprietary API logging solutions.