Side by side
Amazon SageMaker Studio Lab vs Saturn Cloud
Both stand on coding playgrounds. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Web
Studio Lab provides a free notebook environment with file, GitHub and S3 access for existing users. Its access limits, unavailable new sign-ups and missing production capabilities make its scope narrow.
Visit Amazon SageMaker Studio Lab
Free plan APISelf-hostedWeb
Choose Saturn Cloud for a platform that coordinates GPU infrastructure and workloads, with separate customer clusters and usage metering. Look elsewhere if you need included resource usage on a free plan, version history, or control over the backup setting.
Visit Saturn CloudThe facts
| Amazon SageMaker Studio Lab | Saturn Cloud | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Web | API, Self-hosted, Web |
| Lowest paid plan | Free or on request | See the plans |
| Plans published | 2 | 5 |
| Maker | Not published | Saturn Cloud |
| Website | studiolab.sagemaker.aws | saturncloud.io |
| On coding playgrounds | #84 of 138 | #80 of 138 |
Amazon SageMaker Studio Lab: what it does well
- Free web-based JupyterLab workspace
- No AWS account required
- Supports CPU and GPU compute
- Clones GitHub notebooks and repositories
- Can access Amazon S3 through AWS CLI
What to know first
- No longer open to new customers
- Runtime limits restrict production use
- No model deployment or monitoring
- No pipelines or distributed training
Saturn Cloud: what it does well
- Supports inference, training, fine-tuning, and GPU workspaces.
- Offers JupyterLab, VS Code, SSH, and persistent storage.
- Orchestrates bare metal, Kubernetes, and Slurm.
- Separates each customer into its own cluster by default.
- Metering data is available through the API and Snowflake view.
What to know first
- Free platform access does not include resource usage; that requires Pro.
- Pro compute and storage rates vary by instance.
- Version history is not supported.
- Nightly backups are enabled by default and cannot be changed.
Alternatives to Amazon SageMaker Studio Lab Alternatives to Saturn Cloud The whole list