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: allenai/olmo-3.1-32b-instruct
- Provider: Allenai
- Check dimension: pricing and context check