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: stepfun/step-3.5-flash
- Provider: StepFun AI
- Check dimension: pricing and context check