LLM Ranked exists because the AI model landscape changes faster than most dashboards, launch threads, or benchmark screenshots can keep up with. I wanted a place where rankings, benchmark performance, and model-specific notes could live together so it is easier to answer simple questions like "what is actually strong right now?" without opening a dozen tabs.
The product is a React/Vite single-page app backed by a Cloudflare Worker, which keeps the hosting model lean while still making it easy to serve structured ranking data and editorial content. The site blends tables, comparisons, and blog posts so it can work both as a quick reference tool and as a place to document what is changing in the model ecosystem.
It is live today and already useful as a living index for current model research. The next step is tightening the ingestion pipeline, expanding benchmark coverage, and making the writeups more opinionated so the site is not just a scoreboard but a trustworthy guide.