A Deployed Model's API Endpoint

Deployment states

When the deployment reaches the running state, it is available to make predictions. See the full list of states here.

Endpoint URL

Once deployed, a secure URL will become available to make predictions. This URL will be persisted until the deployment is deleted.

Basic authentication

If basic authentication is enabled, the username and password must be passed-in with each request in order to reach the endpoint.


Gradient supports both REST and gRPC Deployment endpoints. See this article for more information on the differences.

Load balancing

Incoming requests will be automatically load-balanced in a round-robin fashion if multiple instances are running.