Collibra is a data intelligence platform that connects IT and the business to build a data-driven culture for the digital enterprise.
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Best Google Dataplex Alternatives ranked by AI · updated Aug 2026
Google Dataplex is a Google Cloud service for data discovery, governance, quality, security, and metadata management across distributed data estates. It is strongest for teams operating BigQuery, Cloud Storage, and other Google Cloud analytics services.
Top 6 Google Dataplex alternatives
Informatica is a leading data integration and management software that helps organizations transform their data into valuable insights.
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Alation is a data catalog software that helps organizations to find, understand, and trust data across their teams.
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Atlan is a modern active metadata platform that helps data teams discover, document, govern, and collaborate around data assets. It emphasizes a...
Pros
- Modern interface designed for data and analytics teams
- Strong collaboration, documentation, and ownership features
- Good support for cloud warehouses, BI tools, and transformation platforms
Cons
- Enterprise pricing may exceed smaller teams' budgets
- Some advanced governance features require careful configuration
- Newer platform history than Collibra or Alation
Custom pricing
Microsoft Purview is a cloud data governance, cataloging, compliance, and risk-management platform for organizations managing data across Microsoft and multicloud environments. It...
Pros
- Strong integration with Azure, Microsoft 365, Power BI, and Microsoft Fabric
- Combines data cataloging with compliance, insider-risk, and data-loss controls
- Supports automated scanning, classification, lineage, and sensitive-data discovery
Cons
- Pricing and licensing are difficult to estimate across its product modules
- Some advanced capabilities require separate Microsoft subscriptions or add-ons
- Less neutral than independent catalogs for organizations using many non-Microsoft platforms
Custom pricing
6
IBM Knowledge Catalog is a data catalog and governance service for discovering, classifying, managing, and controlling enterprise data assets. It is particularly...
Pros
- Strong integration with IBM Cloud Pak for Data and enterprise AI governance
- Includes policy, classification, glossary, lineage, and data-quality capabilities
- Designed for hybrid and regulated enterprise environments
Cons
- Best experience often depends on the broader IBM data platform
- Deployment and administration can be heavier than Atlan or Purview
- Pricing and architecture are difficult for smaller organizations to evaluate
Custom pricing
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