429 Rate Limit Errors on OpenAI-Compatible APIs: Debug Retries Before Switching Models

A 429 error is easy to misread.

The first instinct is often:

"The provider is unstable."

Sometimes that is true. But in OpenAI-compatible API systems, a 429 can also come from a much more local problem:

too many concurrent requests;