Confirm identity and visibility first
Use shape, Base URL, model list, and lightweight chat probe together. Compatible OpenAI protocol alone is not identity.
- Model ID: liquid/lfm-2.5-1.2b-thinking:free
- Provider: Liquid
- Check dimension: pricing and context check