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Head-to-head · Machine Learning Data Catalog Software

Snowflake Horizon Catalog vs DataHub Cloud

  • Updated Oct 2026
  • Both researched from official sources
  • 1 check side by side
Higher score Snowflake Horizon Catalog #3 in Machine Learning Data Catalog Software 8.6/10 30-day trial Free trial✓ 0 of 4 features Visit Snowflake
DataHub Cloud #4 in Machine Learning Data Catalog Software 8.4/10 Pricing on request ✓ 0 of 4 features Visit DataHub

Snowflake Horizon Catalog leads on 0 checks, DataHub Cloud on 0, and 1 is even. Who comes out ahead on the 1 yes/no, price and count check where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreSnowflake Horizon Catalog · 8.6/10
  • Free trialonly Snowflake Horizon Catalog

Snowflake Horizon Catalog scores higher on our rubric for machine learning data catalog software: 8.6 against 8.4 out of 10; our editors rank them #3 and #4.

Snowflake Horizon Catalog is the better fit for snowflake-centric data and AI teams. DataHub Cloud is the better fit for enterprise teams prioritizing lineage across their stack.

  • Snowflake Horizon Catalog fits best

    Snowflake-centric data and AI teams

  • DataHub Cloud fits best

    Enterprise teams prioritizing lineage across their stack

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Snowflake Horizon Catalog 8.6/10 Visit ↗ DataHub Cloud 8.4/10 Visit ↗
At a glance
Editor score 8.6 8.4
Ranking #3 in Machine Learning Data Catalog Software #4 in Machine Learning Data Catalog Software
Best for Snowflake-centric data and AI teams Enterprise teams prioritizing lineage across their stack
Pricing model Paid Paid
Starting price — —
Free plan Not checked yet —
Free trial 30 days —
Deployment Cloud Cloud
Platforms Web Web
Support Tickets, Community, Docs Tickets, Community, Docs
Compliance SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS, 2FA SOC 2, SSO/SAML
Integrations 8 integrations 100+ integrations
Built for Mid-market, Enterprise Enterprise
Features Snowflake Horizon Catalog 0/4 · DataHub Cloud 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 Cloud Cloud
Our review
Pros
  • Tracks end-to-end and column-level lineage across supported sources.
  • Finds sensitive data and supports policy controls and object tagging.
  • Monitors data quality and helps trace issues to root causes.
  • Automates lineage capture across connected data systems
  • Shows column-level lineage using SQL parsing
  • Maps upstream and downstream impact across data assets
Cons
  • Deployment is cloud-only.
  • Pricing is consumption-based across platform editions and usage.
  • The 30-day trial applies to the Snowflake platform, not the catalog separately.
  • Pricing is scoped to the use case and data environment
  • Cloud deployment only
  • Enterprise focus may not suit teams seeking a smaller-scale tool
Our verdict

Snowflake Horizon Catalog helps organizations discover, interpret, govern, and trace data across Snowflake and external systems. It is aimed at mid-market and enterprise data and AI teams that need governed access to data assets, business…

Read the review →

DataHub Cloud is a managed data platform for enterprise data engineers, analysts, data scientists and governance teams working across complex data environments. It captures and visualizes lineage across databases, pipelines, data lakes,…

Read the review →
  1. Snowflake Horizon CatalogMachine Learning Data Catalog Software 8.630-day trial
  2. DataHub CloudMachine Learning Data Catalog Software 8.4Pricing on request

Strengths and trade-offs

  • Snowflake Horizon Catalog — where it wins

    • Tracks end-to-end and column-level lineage across supported sources.
    • Finds sensitive data and supports policy controls and object tagging.
    • Monitors data quality and helps trace issues to root causes.

    Where it doesn't

    • Deployment is cloud-only.
    • Pricing is consumption-based across platform editions and usage.
    • The 30-day trial applies to the Snowflake platform, not the catalog separately.
  • DataHub Cloud — where it wins

    • Automates lineage capture across connected data systems
    • Shows column-level lineage using SQL parsing
    • Maps upstream and downstream impact across data assets

    Where it doesn't

    • Pricing is scoped to the use case and data environment
    • Cloud deployment only
    • Enterprise focus may not suit teams seeking a smaller-scale tool
  • Snowflake Horizon Catalog8.6/10 · 30-day trial

    A cloud data catalog with lineage, governance, and quality tools for Snowflake-centric teams.

    Visit SnowflakeFull verdict →
  • DataHub Cloud8.4/10 · Pricing on request

    A managed catalog for tracing data lineage across warehouses, pipelines and BI.

    Visit DataHubFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update