Evaluating Radium in production does not require rebuilding your stack
Radium is designed for teams already integrated with OpenAI-compatible APIs. Migration begins with an endpoint swap, not a rewrite.
Most teams start with staged evaluation rather than immediate replacement.
What changes
The endpoint URL
API credentials
Delivery-layer economics
Governance surface
Your AI costs
Cost structure, routing discipline, and governance controls operate within Radium’s infrastructure.
What stays the same
Your prompts
Your application logic
Your orchestration layer
Your token accounting
Your production workflows
Radium implements an OpenAI-compatible API contract. Requests and responses align with established integration patterns.
Migration in Practice
Evaluation can be performed alongside your current provider without disruption.
Create an API key
Generate credentials in minutes.
Update the endpoint
Update the base URL in your existing integration.
Route test traffic
Send a controlled portion of production or staging traffic to Radium.
Measure outcomes
Measure cost per million tokens, latency, throughput, and operational visibility.
No. Evaluation begins at the API level.
Yes. Radium is compatible with routing strategies that support multiple model providers.
For many production workloads, teams evaluate Radium for cost efficiency and governance advantages. Strategic deployment decisions vary by use case.