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Head-to-head · Metadata Management Software

MetaKarta vs DataHub

  • Updated Sep 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score MetaKarta #7 in Metadata Management Software 7.0/10 Pricing on request ✓ 4 of 4 features Visit MetaKarta
DataHub #8 in Metadata Management Software 6.9/10 Free plan Free plan✓ 4 of 4 features Visit DataHub

MetaKarta leads on 0 checks, DataHub on 1, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreMetaKarta · 7.0/10
  • Free planonly DataHub

MetaKarta scores higher on our rubric for metadata management software: 7.0 against 6.9 out of 10; our editors rank them #7 and #8.

DataHub offers free plan; MetaKarta doesn't.

MetaKarta is the better fit for enterprises needing semantic mapping and governance. DataHub is the better fit for teams seeking a free, extensible metadata platform.

  • MetaKarta fits best

    Enterprises needing semantic mapping and governance

  • DataHub fits best

    Teams seeking a free, extensible metadata platform

Advertiser disclosure: iTechGuides is reader-supported. We may earn a commission when you click some links. It never changes our verdict. How we rank.

Side by side

Feature MetaKarta 7.0/10 Visit ↗ DataHub 6.9/10 Visit ↗
At a glance
Editor score 7.0 6.9
Ranking #7 in Metadata Management Software #8 in Metadata Management Software
Best for Enterprises needing semantic mapping and governance Teams seeking a free, extensible metadata platform
Pricing model Paid Free
Starting price Not published Not published
Free plan — ✓ (best)
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web, Linux
Support Email, Phone, Docs Community, Docs
Built for Enterprise Small business, Mid-market, Enterprise
Features MetaKarta 4/4 · DataHub 4/4
Metadata discovery ✓ ✓
Business glossary ✓ ✓
Lineage analysis ✓ ✓
API available ✓ ✓
Specs
Deployment options Both Both
Listed connectors 400 Not published
Our review
Pros
  • Harvests metadata and provides column-level lineage and impact analysis
  • Links business terms to technical fields with a glossary and semantic mapping
  • Offers cloud or self-hosted deployment and REST API access
  • Search across datasets, dashboards, ML models, and files
  • Combines governance, lineage, profiling, and data contracts
  • Supports UI, CLI, API, Docker, and Kubernetes workflows
Cons
  • No free plan; pricing requires contacting sales
  • Starter offers are limited to five pre-selected connectors
  • ERP and business application connectors are in the Ultimate edition
  • Self-hosting requires operating a Docker or Kubernetes deployment
  • Support channels are community and documentation
  • DataHub Cloud is separate from the open-source core
Our verdict

MetaKarta brings metadata cataloging, lineage, governance and semantic definitions into a shared repository. It is aimed at enterprises managing complex data estates, particularly teams that need to connect business terms with technical…

Read the review →

DataHub is an open-source metadata management and data catalog platform for data teams and practitioners. It helps teams search datasets, dashboards, machine learning models, and files, then add context through ownership, governance…

Read the review →
  1. MetaKartaMetadata Management Software 7.0Pricing on request
  2. DataHubMetadata Management Software 6.9Free plan

Strengths and trade-offs

  • MetaKarta — where it wins

    • Harvests metadata and provides column-level lineage and impact analysis
    • Links business terms to technical fields with a glossary and semantic mapping
    • Offers cloud or self-hosted deployment and REST API access

    Where it doesn't

    • No free plan; pricing requires contacting sales
    • Starter offers are limited to five pre-selected connectors
    • ERP and business application connectors are in the Ultimate edition
  • DataHub — where it wins

    • Search across datasets, dashboards, ML models, and files
    • Combines governance, lineage, profiling, and data contracts
    • Supports UI, CLI, API, Docker, and Kubernetes workflows

    Where it doesn't

    • Self-hosting requires operating a Docker or Kubernetes deployment
    • Support channels are community and documentation
    • DataHub Cloud is separate from the open-source core
  • MetaKarta7.0/10 · Pricing on request

    Enterprise cataloging, lineage and semantic governance, with sales-led pricing.

    Visit MetaKartaFull verdict →
  • DataHub6.9/10 · Free plan

    An extensible metadata catalog for teams that need discovery, lineage, governance, and flexible deployment.

    Visit DataHubFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Last updated · How we research and update