Side by side
DagsHub vs ZenML
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
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 DagsHub
Free plan APILinuxMac+3
ZenML provides pipeline orchestration with versioning, caching, and flexible deployment choices. The free self-hosted plan is available, while Scale has a listed monthly price and Enterprise pricing is custom.
Visit ZenMLThe facts
| DagsHub | ZenML | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | No | Not published |
| Runs on | API, Linux, Mac, Self-hosted, Web, Windows | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Team: $99 per user a month | Scale: $999 per workspace a month |
| Plans published | 5 | 3 |
| Maker | Not published | Not published |
| Website | dagshub.com | zenml.io |
| On model registry software | #3 of 36 | #10 of 36 |
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.
ZenML: what it does well
- Pipelines run across several platforms without code rewrites.
- Versions models and evaluation datasets.
- Caches results when code and inputs are unchanged.
- Offers local, SaaS, and self-hosted deployment.
- Free plan includes unlimited executions and projects.
What to know first
- Scale costs $999 a month.
- Scale includes 2,000 executions per workspace monthly.
- No free trial is listed.
- Managed compute is not offered.
Alternatives to DagsHub Alternatives to ZenML The whole list