Alternatives to AWS Glue Data Catalog

AWS Glue Data Catalog ranks #8 on the Top 11 The 11 Best Data Catalog Software (2026). Below: the higher-ranked alternatives we’d steer you to instead, by use case.

Verified July 19, 2026. No paid placement — see methodology.

1. #1Alation

   9.3 / 9.4

   The strongest all-round enterprise catalog.

   Best for: Enterprise discovery with governance · Pricing: $$$$ (Quoted annually, source and user based) · www.alation.com/

2. #2Collibra

   9.1 / 9.4

   Best for heavy governance and compliance.

   Best for: Regulated data governance at scale · Pricing: $$$$ (Quoted annually, module and user based) · www.collibra.com/

3. #3Atlan

   8.9 / 9.4

   Best active-metadata catalog for cloud stacks.

   Best for: Active metadata for the modern stack · Pricing: $$$ (Quoted annually, user based) · atlan.com/

4. #4Informatica Cloud Data Governance and Catalog

   8.6 / 9.4

   Best catalog for Informatica estates.

   Best for: Catalog inside the Informatica platform · Pricing: $$$$ (Quoted annually, consumption based) · www.informatica.com/products/data-catalog.html

5. #5Microsoft Purview

   8.4 / 9.4

   Best catalog for Microsoft-native estates.

   Best for: Catalog native to the Microsoft cloud · Pricing: $$$ (Consumption based within Azure) · www.microsoft.com/en-us/security/business/microsoft-purview

6. #6data.world

   8.2 / 9.4

   Best knowledge-graph catalog for context.

   Best for: Knowledge-graph catalog for AI context · Pricing: $$$ (Quoted annually, user based) · data.world/

7. #7Google Cloud Dataplex

   8.1 / 9.4

   Best catalog for BigQuery estates.

   Best for: Catalog native to Google Cloud · Pricing: $$ (Consumption based within Google Cloud) · cloud.google.com/dataplex

See the full ranked list: The 11 Best Data Catalog Software (2026). Or compare any two: side-by-side.