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: openai/gpt-3.5-turbo-16k
- Provider: OpenAI
- Check dimension: pricing and context check