Llama's biggest draw is control: no per-token bill, no data leaving your machine, and full freedom to fine-tune for a specific task. Running it well takes real hardware (or a cloud GPU rental) and some setup — tools like Ollama have made that dramatically easier, but it's still more hands-on than opening a chat website. Raw benchmark performance trails the top proprietary frontier models, though the gap keeps narrowing with each release.