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Active Metadata Management Software

Alternatives to DataHub

DataHub brings technical metadata, business knowledge, and documentation into a context platform for enterprise data and AI agents. Its Cloud service adds natural-language search, an Ask DataHub chat agent, smart ranking, and a hosted MCP server. Automated schema, freshness, volume, and custom quality checks support observability, while AI anomaly detection and incident workflows help teams respond. Cross-platform, column-level lineage follows data through transformations and AI models. DataHub Cloud also offers more than 100 pre-built connectors, native collaboration integrations, and connections to several AI tools.

  1. 01 AWS Glue DataBrew
    From $0.48/mo Free trial Web · API
    8.9 Visit Specs
  2. 02 Alex Solutions

    Alex is aimed at large, complex and regulated data estates, including organizations in banking, government, telecommunications, utilities, energy, and manufacturing.

    Free trial Web · API · Self-hosted
    8.7 Visit Specs
  3. 03 CastorDoc
    Free trial Web · API · Browser extension
    8.5 Visit Specs
  4. 04 Microsoft Defender for Business
    From $0.25/mo Free trial Windows · macOS · iOS · Android
    8.4 Visit Specs
  5. 05 Datastrato Iceberg Lakehouse Platform

    Datastrato targets enterprise teams and developers working with metadata management, governance, and AI-ready infrastructure.

    Free trial Open source Linux · API · Self-hosted
    8.3 Visit Specs
  6. 06 OpenDataDiscovery Platform

    ODD suits data teams of any size, including enterprises, small and midsize companies, and data science teams.

    Free plan Web · Linux · API · Self-hosted
    8.1 Visit Specs
  7. 07 BigID Data Intelligence Platform
    Free trial Web · API · Self-hosted
    7.9 Visit Specs
  8. 08 MetaKarta

    MetaKarta is intended for data professionals in large enterprises and government agencies.

    From $4.17/mo Web · Windows · Linux · API
    7.9 Visit Specs
  9. 09 SAP Customer Data Platform

    It suits organizations that need to unify customer profiles across B2B or B2C use cases and coordinate permitted data with engagement systems.

    From $1.15/mo Web · API
    7.8 Visit Specs
  10. 10 Atlan Lakehouse

    Atlan presents the Lakehouse for enterprise AI infrastructure and teams building AI systems that need governed organizational context.

    Web · API · Self-hosted
    7.6 Visit Specs
  11. 11 Collibra

    Collibra is aimed at organizations with complex data needs, including those in financial services, insurance, healthcare, life sciences and retail.

    Web · API · Self-hosted · Browser extension
    7.5 Visit Specs
  12. 12 OpenMetadata

    It suits teams that want a data catalog and governance platform with lineage, shared business definitions and AI-oriented context tools.

    Free plan Web · API · Self-hosted
    7.3 Visit Specs
  13. 13 DataGalaxy Data Product Marketplace
    Web · API
    7.2 Visit Specs
  14. 14 Marquez
    Web · Windows · macOS · Linux
    7.2 Visit Specs
  15. 15 Zeenea Data Discovery Platform
    Web · Windows · Linux · API
    7.1 Visit Specs
  16. 16 OvalEdge
    Web · API · Self-hosted
    6.9 Visit Specs
  17. 17 Secoda
    Web · API · Self-hosted · Browser extension
    6.7 Visit Specs
  18. 18 IBM Knowledge Catalog
    Free plan Web
    6.5 Visit Specs
  19. 19 Alation Data Catalog
    Web
    6.2 Visit Specs
  20. 20 Oracle Cloud Infrastructure Data Catalog
    Free plan Web · API
    6.2 Visit Specs
  21. 21 Databricks Unity Catalog
    Web
    5.9 Visit Specs
  22. 22 Qlik Talend Cloud
    Web
    5.8 Visit Specs
  23. 23 Informatica Cloud Data Marketplace
    Web
    5.6 Visit Specs
  24. 24 Metamapper
    Web
    5.4 Visit Specs

Choosing instead of DataHub

Alternatives become relevant when DataHub Core’s operating work or access controls do not fit. Core is free to deploy but requires manual installation, configuration, upgrades, uptime, and troubleshooting; it also lacks SSO and fine-grained permissions out of the box. Cloud is managed, but its price depends on data volume, users, and capabilities. Compare each option’s governance model, processing depth, lineage, integrations, deployment choices, and support arrangement. A different product may suit teams seeking a semantic layer, broader enterprise processing, additional connectors, or a particular security and ownership model.

DataHub, head to head