
DagsHub
7.9#2 in model registry softwareFrom $99 a monthFree planWebAPILinuxmacOS
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| Fact | DagsHub | Metaflow |
|---|---|---|
| Company legal name | Crunchbase identifies the legal entity as DagsHub Inc. | Crunchbase lists Outerbounds’ legal name as Step Computing, Inc. |
| Documentation and support | DagsHub provides quick starts, feature guides, API reference, Python client reference, CLI reference, tutorials, FAQ material and Discord/community support. | Documentation covers development, scaling, failure handling, checkpointing, secrets, production scheduling, APIs and internals, with community help through Slack. |
| Integrations | Documented integrations include GitHub, GitLab, Bitbucket, DVC, MLflow, Label Studio, Jenkins, Slack, Discord, New Relic and Amazon S3. | Documented integrations include AWS Batch, AWS Step Functions, Kubernetes, Argo Workflows, and Apache Airflow. |
| Rating on G2 | 4.8 out of 5 from 14 reviews | 4.5 out of 5 from 3 reviews |
DagsHub suits developers and teams managing machine-learning data, experiments, and models in one project workspace. It is a fit for users who can provide their own compute infrastructure.
Metaflow is suited to data scientists and ML or AI engineers building workflows that may need scaling. It is less useful for simple notebook experiments without scaling or operational complexity needs.