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Head-to-head · Machine Learning Data Catalog Software

OpenMetadata vs Atlan Lakehouse

  • Updated Oct 2026
  • Both researched from official sources
Higher score OpenMetadata #5 in Machine Learning Data Catalog Software 8.2/10 Open source ✓ 0 of 4 features Visit OpenMetadata
Atlan Lakehouse #7 in Machine Learning Data Catalog Software 7.9/10 Pricing on request ✓ 0 of 4 features Visit Atlan

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
Pros
  • Tracks lineage across tables, columns, pipelines, dashboards, and reports
  • Supports scheduled metadata ingestion from connectors
  • Offers REST APIs, SDKs, events, and webhooks
  • 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
Cons
  • Managed enterprise capabilities are a separate Collate offering
  • Support channels are community and documentation
  • Self-hosted deployment means managing the deployment environment
  • Contact-sales pricing makes cost planning less direct
  • Cloud deployment only
  • Support channels are limited to documentation
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 →
  1. OpenMetadataMachine Learning Data Catalog Software 8.2Open source
  2. Atlan LakehouseMachine Learning Data Catalog Software 7.9Pricing on request

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 →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update