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DagsHub vs Metaflow

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DagsHub

7.9#2 in model registry softwareFrom $99 a month
Free planWebAPILinuxmacOS
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Metaflow

7.5#4 in ml experiment tracking softwareFree plan
Free planWebAPILinuxmacOS
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What both publish

FactDagsHubMetaflow
Company legal nameCrunchbase identifies the legal entity as DagsHub Inc.Crunchbase lists Outerbounds’ legal name as Step Computing, Inc.
Documentation and supportDagsHub 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.
IntegrationsDocumented 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 G24.8 out of 5 from 14 reviews4.5 out of 5 from 3 reviews

DagsHub plans

  • IndividualFree
  • IndividualFree
  • Team$99 a month
  • Team$119 a month
  • EnterprisePriced on request

Metaflow plans

  • Open-source MetaflowFree

Pick DagsHub if…

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.

Pick Metaflow if…

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.

Charts they share