Side by side
ClearML vs DagsHub
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.
Free plan APILinuxMac+3
ClearML combines AI/ML development tooling with infrastructure and GenAI deployment capabilities, and offers both self-hosted and managed deployment paths. Compare plan limits and usage charges with your team's GPU and project needs.
Visit ClearML
Free plan APILinuxMac+3
DagsHub provides a shared workspace for machine-learning data and project lifecycle management, with curation and experiment tools. Its free tier has stated private-use limits, and compute must come from separate infrastructure.
Visit DagsHubThe facts
| ClearML | DagsHub | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | No |
| Runs on | API, Linux, Mac, Self-hosted, Web, Windows | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Pro: $15 per user a month | Team: $99 per user a month |
| Plans published | 4 | 5 |
| Maker | Not published | Not published |
| Website | clear.ml | dagshub.com |
| On model registry software | #1 of 36 | #3 of 36 |
ClearML: what it does well
- Manages GPUs across on-premises, cloud, and hybrid setups.
- Provides model development, training, testing, and deployment tools.
- Includes integrations for popular ML frameworks and tools.
- Supports several cloud and S3-compatible storage services.
- Community plan is free.
What to know first
- Pro adds usage charges beyond its per-user price.
- Scale and Enterprise pricing require a custom quote.
- Self-hosted security setup calls for restricting ports and configuring login authentication.
DagsHub: what it does well
- Brings code, data, experiments, and models together.
- Supports multimodal datasets including video and medical imaging.
- Data Engine includes lineage and hard-example mining.
- Provides MLflow and Label Studio API support.
- Offers a free Individual plan.
What to know first
- DagsHub does not provide compute resources.
- Free private experiments are limited to 100.
- Free storage is limited to 20GB.
Alternatives to ClearML Alternatives to DagsHub The whole list