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H2O.ai vs Metaflow

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H2O.ai

6.2#10 in mlops platforms
iOSWebAPISelf-hosted
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Metaflow

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

FactH2O.aiMetaflow
DeploymentH2O AI Cloud is available as H2O.ai-managed cloud or as a self-hosted deployment in a private cloud or on-premises.Workflows can be deployed to production with one command and can react to events.
IntegrationsThe AI App Store shares identity and storage with other H2O AI Hybrid Cloud components and integrates with H2O MLOps and AI Engines.Documented integrations include AWS Batch, AWS Step Functions, Kubernetes, Argo Workflows, and Apache Airflow.

H2O.ai plans

No prices published.

Metaflow plans

  • Open-source MetaflowFree

Pick H2O.ai if…

H2O.ai describes its cloud platform as serving businesses, government entities, nonprofits and academic institutions. It may also suit teams seeking self-hosted deployment or open-source machine-learning tools.

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