Head-to-head · Machine Learning Data Catalog Software
Snowflake Horizon Catalog vs DataHub Cloud
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
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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 |
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| Cons |
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| 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 → |
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 →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





