Head-to-head · Machine Learning Data Catalog Software
OpenMetadata vs Atlan Lakehouse
Our verdict
- Highest scoreOpenMetadata · 8.2/10
OpenMetadata scores higher on our rubric for machine learning data catalog software: 8.2 against 7.9 out of 10; our editors rank them #5 and #7.
OpenMetadata is the better fit for open-source teams needing broad cataloging. Atlan Lakehouse is the better fit for modern lakehouse metadata teams.
- OpenMetadata fits best
Open-source teams needing broad cataloging
- Atlan Lakehouse fits best
Modern lakehouse metadata teams
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Side by side
| Feature | OpenMetadata 8.2/10 Visit ↗ | Atlan Lakehouse 7.9/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.2 | 7.9 |
| Ranking | #5 in Machine Learning Data Catalog Software | #7 in Machine Learning Data Catalog Software |
| Best for | Open-source teams needing broad cataloging | Modern lakehouse metadata teams |
| Pricing model | Free | Paid |
| Starting price | Open source | Pricing on request |
| Free plan | Not checked yet | Not checked yet |
| Free trial | — | — |
| Deployment | Cloud, Self-hosted | Cloud |
| Platforms | Web | Web |
| Support | Community, Docs | Docs |
| Compliance | SSO/SAML | SOC 2, ISO 27001, GDPR, HIPAA |
| Integrations | 130+ integrations | 12 integrations |
| Built for | Small business, Mid-market, Enterprise | Mid-market, Enterprise |
| Features OpenMetadata 0/4 · Atlan Lakehouse 0/4 | ||
| ML data lineage | Not checked yet | Not checked yet |
| Dataset versioning | Not checked yet | Not checked yet |
| Data quality checks | Not checked yet | Not checked yet |
| Access policy controls | Not checked yet | Not checked yet |
| Specs | ||
| ML asset coverage | Not checked yet | Not checked yet |
| Deployment | Not checked yet | Cloud |
| Our review | ||
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| Cons |
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| Our verdict | OpenMetadata is an open-source metadata platform for data teams and organizations managing complex data ecosystems. It combines metadata discovery and cataloging with governance, data quality, observability, semantic context, and lineage.… Read the review → |
Atlan Lakehouse—presented by Atlan as Context Lakehouse or Metadata Lakehouse—is a cloud-first platform for storing, managing, and serving enterprise data and AI context. It is aimed at data and governance teams, analysts, and AI… Read the review → |
Strengths and trade-offs
OpenMetadata — where it wins
- Tracks lineage across tables, columns, pipelines, dashboards, and reports
- Supports scheduled metadata ingestion from connectors
- Offers REST APIs, SDKs, events, and webhooks
Where it doesn't
- Managed enterprise capabilities are a separate Collate offering
- Support channels are community and documentation
- Self-hosted deployment means managing the deployment environment
Atlan Lakehouse — where it wins
- Iceberg-native metadata storage with time-travel history
- Automated and column-level lineage with downstream impact analysis
- Connects to major warehouses, BI tools, and data platforms
Where it doesn't
- Contact-sales pricing makes cost planning less direct
- Cloud deployment only
- Support channels are limited to documentation
- OpenMetadata8.2/10 · Open source
A broad open-source catalog for teams that need lineage and metadata across data systems.
Visit OpenMetadataFull verdict → - Atlan Lakehouse7.9/10 · Pricing on request
A cloud metadata platform with semantic search, lineage, and time-travel history.
Visit AtlanFull verdict →
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All machine learning data catalog software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





