Head-to-head · Machine Learning Data Catalog Software
Snowflake Horizon Catalog vs OpenMetadata
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 8.2 out of 10; our editors rank them #3 and #5.
Snowflake Horizon Catalog is the better fit for snowflake-centric data and AI teams. OpenMetadata is the better fit for open-source teams needing broad cataloging.
- Snowflake Horizon Catalog fits best
Snowflake-centric data and AI teams
- OpenMetadata fits best
Open-source teams needing broad cataloging
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Side by side
| Feature | Snowflake Horizon Catalog 8.6/10 Visit ↗ | OpenMetadata 8.2/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 8.6 | 8.2 |
| Ranking | #3 in Machine Learning Data Catalog Software | #5 in Machine Learning Data Catalog Software |
| Best for | Snowflake-centric data and AI teams | Open-source teams needing broad cataloging |
| Pricing model | Paid | Free |
| Starting price | — | Open source |
| Free plan | Not checked yet | Not checked yet |
| Free trial | 30 days | — |
| Deployment | Cloud | Cloud, Self-hosted |
| Platforms | Web | Web |
| Support | Tickets, Community, Docs | Community, Docs |
| Compliance | SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS, 2FA | SSO/SAML |
| Integrations | 8 integrations | 130+ integrations |
| Built for | Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features Snowflake Horizon Catalog 0/4 · OpenMetadata 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 | Not checked yet |
| 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 → |
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 → |
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.
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
- 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 → - OpenMetadata8.2/10 · Open source
A broad open-source catalog for teams that need lineage and metadata across data systems.
Visit OpenMetadataFull verdict →
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- OpenMetadata vs Atlan Lakehouse
All machine learning data catalog software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update





