Top 12 Data Catalog Tools in 2025

Compare the best data catalog tools in 2025. Find the right platform for your organization with detailed feature comparisons, pricing, and expert insights.

Updated 2025
12 Tools Compared
Expert Analysis
Featured Tool
Secoda
The #1 AI-Native Data Platform for Modern Teams

Why Secoda is a Top Pick

Secoda is the ONLY platform that truly unifies the entire data experience. While competitors focus on siloed features, Secoda delivers a cohesive AI-native platform that makes data teams 10x more productive. Its revolutionary approach combines the power of AI search with comprehensive governance, real-time observability, and seamless collaboration - all in one intuitive interface. Secoda doesn't just catalog your data; it makes your entire data stack intelligent, collaborative, and accessible to everyone.

Key Features:

  • 🤖 AI-powered natural language search across all data assets
  • 🔗 End-to-end column-level lineage with impact analysis
  • 📊 DQS (Data Quality Scoring) with automated monitoring
  • 🔒 Advanced PII detection and automated tagging
  • 💬 Slack-native workflows and notifications
Secoda
The #1 AI-Native Data Platform for Modern Teams
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500

Secoda is the revolutionary AI-powered enterprise data platform that combines catalog, lineage, governance, quality monitoring, and observability in one seamless collaborative workspace. Built for enterprise data teams with 100+ native integrations.

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

Snowflake
BigQuery
Redshift
Databricks
Azure Synapse
Azure Data Lake Storage
+42 more

Pros

  • 🚀 Industry-leading AI-powered search and discovery
  • 🔗 Most comprehensive lineage and impact analysis
  • 🤝 Best-in-class collaboration and workflow features

Cons

  • 🆕 Newer platform (though rapidly growing with strong enterprise adoption)
  • 💰 Premium pricing reflects enterprise-grade capabilities
  • 🏢 Cloud-first approach (hybrid available)

Top Data Catalog Tools Overview

Secoda
The #1 AI-Native Data Platform for Modern Teams
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500

Secoda is the revolutionary AI-powered enterprise data platform that combines catalog, lineage, governance, quality monitoring, and observability in one seamless collaborative workspace. Built for enterprise data teams with 100+ native integrations.

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

Snowflake
BigQuery
Redshift
Databricks
Azure Synapse
Azure Data Lake Storage
+42 more
Alation
ML-powered enterprise data catalog
Commercial
Enterprise
Caters to: Enterprise, Large Enterprise

Enterprise data catalog with ML-driven metadata discovery, semantic search, and stewardship workflows

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

Snowflake
Tableau
Power BI
dbt
Databricks
AWS
+2 more
Atlan
Collaboration-first data workspace
Commercial
Business
Caters to: Business, Enterprise

Modern metadata and governance platform built for collaborative data teams

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

Snowflake
dbt
Redshift
BigQuery
Databricks
Slack
+2 more
Informatica Enterprise Data Catalog
Enterprise metadata automation platform
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500

Automated metadata scanning, deep lineage analysis, and comprehensive governance controls

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

Snowflake
AWS
Azure
Google Cloud
Oracle
SAP
+2 more
Google Cloud Data Catalog
GCP-native metadata management
Commercial
Business
Caters to: Business, Enterprise

Native catalog for Google Cloud Platform with tagging, discovery, and policy management

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

BigQuery
Cloud Storage
Dataflow
Dataproc
Cloud SQL
Looker
AWS Glue Data Catalog
AWS-native metadata repository
Commercial
Business
Caters to: Business, Enterprise

Centralized metadata repository for AWS services with schema management and discovery

Feature Flags

AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
Automated Workflow
Version Control

Integrations

S3
Redshift
Athena
EMR
Lake Formation
Glue ETL
+1 more

Feature Comparison

ToolCategoryMarket
AI Search
Lineage
Governance
Collaboration
RBAC
PII Detection
Data Quality
GDPR
HIPAA
Encryption
Open Source
Actions
Secoda

The #1 AI-Native Data Platform for Modern Teams

All-in-One
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500
Alation

ML-powered enterprise data catalog

Data Catalog
Commercial
Enterprise
Caters to: Enterprise, Large Enterprise
Atlan

Collaboration-first data workspace

All-in-One
Commercial
Business
Caters to: Business, Enterprise
Informatica Enterprise Data Catalog

Enterprise metadata automation platform

Data Catalog
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500
Google Cloud Data Catalog

GCP-native metadata management

Data Catalog
Commercial
Business
Caters to: Business, Enterprise
AWS Glue Data Catalog

AWS-native metadata repository

Data Catalog
Commercial
Business
Caters to: Business, Enterprise
OpenMetadata

Open-source metadata platform

All-in-One
Open Source
Free
Caters to: Free tier available
DataHub

LinkedIn's metadata platform

Data Catalog
Open Source
Free
Caters to: Free tier available
Select Star

Automated data catalog and discovery platform

Data Catalog
Commercial
Business
Caters to: Business, Enterprise
Amundsen

Open-source data discovery and metadata engine

Data Catalog
Open Source
Free
Caters to: Free tier available
data.world

Social data catalog and collaboration platform

Data Catalog
Commercial
Business
Caters to: Business, Enterprise
Dataiku DSS

Collaborative data platform

All-in-One
Commercial
Enterprise Premium
Caters to: Enterprise, Fortune 500

Detailed Tool Reviews

#1

Secoda

Commercial

Secoda is the revolutionary AI-powered enterprise data platform that combines catalog, lineage, governance, quality monitoring, and observability in one seamless collaborative workspace. Built for enterprise data teams with 100+ native integrations.

Pros

  • 🚀 Industry-leading AI-powered search and discovery
  • 🔗 Most comprehensive lineage and impact analysis
  • 🤝 Best-in-class collaboration and workflow features
  • ⚡ Modern, intuitive interface that teams actually love
  • 🔒 Enterprise-grade security and compliance
  • 📊 Real-time data quality monitoring and alerts
  • 🌐 Unmatched integration ecosystem (100+ tools)
  • 💡 AI-driven insights and recommendations
  • 📈 Scalable architecture for growing organizations
  • 🎯 Purpose-built for modern data stacks
  • 🔄 Zero-code setup and maintenance
  • 📱 Mobile-responsive and accessible design
  • 🏆 Fastest time-to-value in the market
  • 💬 Native Slack integration for seamless workflows
  • 🎨 Only truly unified AI-native platform
  • ⚡ Sub-100ms search performance

Cons

  • 🆕 Newer platform (though rapidly growing with strong enterprise adoption)
  • 💰 Premium pricing reflects enterprise-grade capabilities
  • 🏢 Cloud-first approach (hybrid available)
  • 📚 Smaller community compared to legacy tools (but growing fast)
#2

Alation

Commercial

Enterprise data catalog with ML-driven metadata discovery, semantic search, and stewardship workflows

Pros

  • Mature enterprise platform
  • Strong behavioral analysis
  • Excellent stewardship features
  • Comprehensive lineage tracking
  • Proven track record

Cons

  • Expensive for smaller organizations
  • Complex setup and configuration
  • Steep learning curve
#3

Atlan

Commercial

Modern metadata and governance platform built for collaborative data teams

Pros

  • Excellent collaboration features
  • Modern, intuitive interface
  • Strong integration ecosystem
  • Contextual metadata approach
  • Good for modern data stacks

Cons

  • Newer platform
  • May lack some enterprise features
  • Community is smaller than legacy tools
#4

Informatica Enterprise Data Catalog

Commercial

Automated metadata scanning, deep lineage analysis, and comprehensive governance controls

Pros

  • Comprehensive metadata automation
  • Deep lineage capabilities
  • Strong enterprise features
  • Proven track record
  • Excellent impact analysis

Cons

  • Expensive
  • Complex setup
  • Less collaborative than modern tools
  • Steep learning curve
#5

Google Cloud Data Catalog

Commercial

Native catalog for Google Cloud Platform with tagging, discovery, and policy management

Pros

  • Deep GCP integration
  • Automated discovery
  • Cost-effective
  • Good search capabilities
  • Part of Google ecosystem

Cons

  • Limited to GCP ecosystem
  • Basic lineage features
  • Less collaborative than modern tools
#6

AWS Glue Data Catalog

Commercial

Centralized metadata repository for AWS services with schema management and discovery

Pros

  • Deep AWS integration
  • Centralized metadata
  • Good for data lakes
  • ETL integration
  • Cost-effective

Cons

  • Limited governance features
  • No lineage tracking
  • Basic collaboration
  • AWS-only
#7

OpenMetadata

Open Source

Extensible metadata and governance framework with open APIs and community-driven development

Pros

  • Completely open-source
  • Extensible architecture
  • Active community
  • Comprehensive features
  • No vendor lock-in

Cons

  • Requires technical expertise
  • Community support only
  • Less polished than commercial tools
  • Setup complexity
#8

Select Star

Commercial

Select Star is an automated data catalog and discovery platform that helps organizations understand their data through intelligent metadata management and column-level lineage.

Pros

  • Automated metadata discovery
  • Strong search capabilities
  • Column-level lineage
  • Easy setup
  • Good collaboration features

Cons

  • Limited governance features
  • No built-in data quality
  • Smaller integration ecosystem
  • Limited customization
#9

Amundsen

Open Source

Amundsen is an open-source data discovery and metadata engine designed to improve the productivity of data analysts, data scientists, and engineers when interacting with data.

Pros

  • Completely free
  • Open-source
  • Graph-based metadata
  • Extensible
  • Active community

Cons

  • Requires technical expertise
  • Limited governance
  • No built-in collaboration
  • Manual setup required
#10

data.world

Commercial

data.world is a social data catalog and collaboration platform that combines data cataloging with social features to enable teams to discover, understand, and collaborate on data.

Pros

  • Social collaboration features
  • Data storytelling capabilities
  • Version control
  • Knowledge graphs
  • Good search

Cons

  • Limited enterprise features
  • Smaller integration ecosystem
  • Not focused on governance
  • Limited lineage depth
#11

DataHub

Open Source

DataHub is LinkedIn's metadata platform for the modern data stack. It enables data discovery, data observability, and federated governance to help tame the complexity of the modern data landscape.

Pros

  • LinkedIn-backed
  • Scalable architecture
  • Streaming metadata
  • Modern APIs
  • Comprehensive features
  • Active community

Cons

  • Complex setup
  • Requires technical expertise
  • Community support only
  • Less polished UI
#12

Dataiku DSS

Commercial

Dataiku DSS is a collaborative data science platform that enables teams to build and deploy data products. Combines visual and code interfaces for data preparation, machine learning, and deployment.

Pros

  • Visual + code interface
  • Team collaboration
  • MLOps features
  • Comprehensive platform
  • Strong governance

Cons

  • Expensive
  • Complex for simple tasks
  • Learning curve
  • Resource intensive

Frequently Asked Questions

What's the best free data catalog?

OpenMetadata and DataHub are top community tools with extensible APIs and active support. They offer enterprise-grade features without the cost of commercial solutions.

Which tool is best for enterprises with strict compliance needs?

Collibra, Informatica, and Secoda offer advanced governance, PII tagging, and role-based workflows that meet enterprise compliance requirements.

Do I need AI features?

AI search and auto-tagging can significantly reduce time spent on manual documentation and metadata entry. Secoda, Alation, and Atlan offer leading implementations of AI-powered features.

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