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: anthropic/claude-sonnet-4
- Provider: Anthropic
- Check dimension: pricing and context check