Estimate how long a local LLM rig will pay back its hardware cost.
Compare the speed and token usage of open models on your specific machine.
Identify which models are cost‑effective for your setup.
Which open models fit your machine, how fast they run, and how many tokens it takes to pay back the hardware against an API. Honest enough to say never.