Databricks Unity Catalog vs Snowflake Horizon Catalog

Databricks Unity Catalog9.2Visit SHSnowflake Horizon Catalog8.6Visit

Higher score Databricks Unity Catalog #1 in Machine Learning Data Catalog Software 9.2/10 Paid ✓ 0 of 4 features Visit Databricks

vs

SH Snowflake Horizon Catalog #3 in Machine Learning Data Catalog Software 8.6/10 30-day trial Free trial✓ 0 of 4 features Visit Snowflake

• Databricks Unity Catalog fits best

  Enterprises standardized on Databricks

• Snowflake Horizon Catalog fits best

  Snowflake-centric data and AI teams

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Side by side

Feature	Databricks Unity Catalog 9.2/10 Visit ↗	SHSnowflake Horizon Catalog 8.6/10 Visit ↗
At a glance
Editor score	9.2	8.6
Ranking	#1 in Machine Learning Data Catalog Software	#3 in Machine Learning Data Catalog Software
Best for	Enterprises standardized on Databricks	Snowflake-centric data and AI teams
Pricing model	Paid	Paid
Starting price	Not checked yet	—
Free plan	Not checked yet	Not checked yet
Free trial	—	30 days
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web	Web
Support	Community, Docs	Tickets, Community, Docs
Compliance	SOC 2, HIPAA, PCI DSS	SOC 2, ISO 27001, GDPR, HIPAA, PCI DSS, 2FA
Integrations	4 integrations	8 integrations
Built for	Mid-market, Enterprise	Mid-market, Enterprise
Features Databricks Unity Catalog 0/4 · Snowflake Horizon Catalog 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	Not checked yet	Cloud
Our review
Pros	Traces lineage across tables, columns, jobs, notebooks and dashboards. Combines access controls, sensitive-data tagging, auditing and quality alerts. Supports sharing data and AI assets across organizations.	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.
Cons	Unity Catalog is included only with Databricks Premium and Enterprise tiers. Compute and storage charges apply, with no fixed catalog price shown. Column-level lineage cannot be captured in some cases.	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.
Our verdict	Databricks Unity Catalog is the governance layer for data and AI assets in Databricks workspaces. It is aimed at mid-market and enterprise teams that want centralized discovery, access control, auditing, classification, quality monitoring,… Read the review →	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 →

Strengths and trade-offs

• Databricks Unity Catalog — where it wins

  • Traces lineage across tables, columns, jobs, notebooks and dashboards.
  • Combines access controls, sensitive-data tagging, auditing and quality alerts.
  • Supports sharing data and AI assets across organizations.

  Where it doesn't

  • Unity Catalog is included only with Databricks Premium and Enterprise tiers.
  • Compute and storage charges apply, with no fixed catalog price shown.
  • Column-level lineage cannot be captured in some cases.

• 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.

• Databricks Unity Catalog9.2/10 · Paid

  A Databricks-native catalog for tracing, governing and sharing data and AI assets.

  Visit DatabricksFull verdict →
• SHSnowflake Horizon Catalog8.6/10 · 30-day trial

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

  Visit SnowflakeFull verdict →