Side by side

Radiant AI Cloud Model Registry vs SAP Joule Studio

Both stand on model registry software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

Radiant AI Cloud Model Registry

Paid APILinuxMac+2

Choose Radiant AI Cloud Model Registry if your team wants model versions, artifact storage, and a path from fine-tuning checkpoints to deployment. It is a paid service, and uploads use the RAIC CLI, so teams seeking a browser-only upload route should look elsewhere.

Visit Radiant AI Cloud Model Registry

SAP Joule Studio

Paid Web

Joule Studio brings agent creation, application development, workflows, and managed deployment into one SAP environment. Its governance and cross-system connectivity target enterprise teams, while access requires contacting SAP for pricing.

Visit SAP Joule Studio

The facts

	Radiant AI Cloud Model Registry	SAP Joule Studio
Free plan	Not published	No
Open source	Not published	Not published
Runs on	API, Linux, Mac, Web, Windows	Web
Lowest paid plan	Not published	Not published
Plans published	None	None
Maker	Not published	SAP Joule Studio
Website	docs.ori.co	sap.com
On model registry software	#23 of 36	#27 of 36

Radiant AI Cloud Model Registry: what it does well

Supports model versioning, deployment tracking, and artifact storage.
Completed fine-tuning jobs add checkpoint versions to the registry automatically.
Users can create registries and choose model-weight storage locations.
Preferred GPU types help match models to compatible available GPUs.
Fine-tuning supports public Hugging Face and custom datasets.

What to know first

Model weights must be uploaded through the RAIC CLI.
The service is paid.
The supported custom dataset formats are .jsonl and .csv with prompt and completion columns.

SAP Joule Studio: what it does well

Supports low-code and pro-code development
Builds agents, applications, and workflows
Connects SAP and non-SAP systems
Includes testing and lifecycle controls
Managed runtime avoids infrastructure management

What to know first

Pricing is available on request
No free plan or free trial listed
Trial availability is still pending

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