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: qwen/qwq-32b
- Provider: Alibaba Cloud · Qwen
- Check dimension: callable model check
Qwen: QwQ 32B starts by confirming whether the key can actually see and call model ID qwen/qwq-32b on the Alibaba Cloud · Qwen route. Prefix or compatible protocol is not enough.
Use shape, Base URL, model list, and lightweight chat probe together. Compatible OpenAI protocol alone is not identity.
The result shows observed facts only and never stores the full key.
Do not end at success or failure. Return the next action: fill price, add metadata, change route, monitor balance, or do not list yet.