--- title: "Best Data Catalog Software - 2026 Reviews & Pricing" description: "Find the best Data Catalog Software for your organization. Compare top Data Catalog Software systems with customer reviews, pricing, and free demos." source_url: "https://www.softwareadvice.com/data-catalog/" page_type: "category" language: "en" --- [Home](https://www.softwareadvice.com/) / Data Catalog Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Catalog Software of 2026 Updated November 9, 2026 On this page 1. Popular Comparisons 2. Related Software Filter products 52 results ### Compare Products Showing 1 - 25 of 52 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Sponsored**: Sorts listings by software vendors running active bidding campaigns, from the highest to lowest bid. Vendors who have paid for placement have a ‘Visit Website’ button, whereas unpaid vendors have a ‘Learn More’ button. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### [SAS Viya](/data-catalog/sas-viya-profile/) - Overall rating: 4.4/5 - Reviews: 12 - Free trial: Available - Free demo: Not available #### Overview SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations in industries such as banking, insurance, [Read more](/data-catalog/sas-viya-profile/) #### Features ##### Best rated features - Workflow Management: 5/5 - Self-service Analytics: 5/5 - Modeling & Simulation: 5/5 - Configurable Workflow: 5/5 ##### Worst rated features - Real-Time Analytics: 2/5 - Data Connectors: 2/5 - Visual Discovery: 2/5 - Data Extraction: 3/5 [See all features](/data-catalog/sas-viya-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-catalog/sas-viya-profile/#pricing-and-plans) --- ### [Cloudera](/bi/cloudera-enterprise-data-hub-profile/) - Overall rating: 4.1/5 - Reviews: 12 - Starting price: $10,000.00/year - Free trial: Not available - Free demo: Not available #### Overview Cloudera Enterprise Data Hub is a cloud-based business intelligence solution designed to help streamline various data analysis operations using batch and stream data processing, [Read more](/bi/cloudera-enterprise-data-hub-profile/) #### Features ##### Best rated features - Database Support: 4/5 - Data Replication: 4/5 - Ad hoc Query: 4/5 - API: 4/5 ##### Worst rated features - Data Visualization: 2.5/5 - Reporting/Analytics: 3/5 - Real-Time Analytics: 3/5 - Predictive Analytics: 3/5 [See all features](/bi/cloudera-enterprise-data-hub-profile/#key-features) --- ### [Collate](/product/524308-Collate/) - Overall rating: 5/5 - Reviews: 1 - Starting price: $0.00 - Free trial: Not available - Free demo: Not available #### Features ##### Best rated features - Policy Management: 5/5 - Data Glossary: 5/5 - Data Mapping: 5/5 - Process Management: 5/5 [See all features](/product/524308-Collate/#key-features) --- ### [Accurity](/data-governance/accurity-profile/) - Overall rating: 4.8/5 - Reviews: 9 - Starting price: $9,900.00/year - Free trial: Available - Free demo: Not available #### Overview Accurity is a data intelligence platform designed to help businesses, from small to big, with data management and governance processes. Businesses can choose from a range of [Read more](/data-governance/accurity-profile/) #### Features ##### Best rated features - Data Discovery: 5/5 - Data Lineage: 5/5 - Customizable Rules: 5/5 - Access Controls/Permissions: 5/5 ##### Worst rated features - Data Quality Control: 1/5 [See all features](/data-governance/accurity-profile/#key-features) #### Pricing ##### Professional - Price: $9,900.00/year [See full pricing details](/data-governance/accurity-profile/#pricing-and-plans) --- ### [K2View](/risk-management/k2view-data-fabric-profile/) - Overall rating: 4.9/5 - Reviews: 8 - Starting price: £1,000.00/year - Free trial: Available - Free demo: Not available #### Overview K2view Data Product Platform gets your data AI-ready: protected, complete, and accessible in a split-second. AI-ready datasets are packaged as products, allowing you to reuse them [Read more](/risk-management/k2view-data-fabric-profile/) #### Features ##### Best rated features - Real-Time Data: 5/5 - Customizable Templates: 5/5 - Customer Segmentation: 5/5 - Third-Party Integrations: 5/5 ##### Worst rated features - Data Integration: 4/5 - Multiple Data Sources: 4/5 - Activity Dashboard: 4/5 - Template Management: 4/5 [See all features](/risk-management/k2view-data-fabric-profile/#key-features) #### Pricing ##### Basic - Price: £1,000.00/year [See full pricing details](/risk-management/k2view-data-fabric-profile/#pricing-and-plans) --- ### [Dawiso](/data-management/dawiso-profile/) - Overall rating: 5/5 - Reviews: 5 - Free trial: Available - Free demo: Not available #### Overview Your AI is only as good as its context, and Dawiso fixes that. Dawiso is the data catalog and AI context layer that generates the business context your AI needs, connecting your [Read more](/data-management/dawiso-profile/) #### Features ##### Best rated features - User Management: 5/5 - Metadata Management: 5/5 - Search/Filter: 5/5 - Access Controls/Permissions: 5/5 ##### Worst rated features - Visual Analytics: 1/5 - Reporting & Statistics: 3/5 [See all features](/data-management/dawiso-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request - Perfect for small teams and getting started. ##### Corporate - Price: Custom - Pricing available upon request - Grow the community. Best for 75-400 users. [See full pricing details](/data-management/dawiso-profile/#pricing-and-plans) --- ### [erwin Data Modeler](/bi/erwin-data-modeler-profile/) - Overall rating: 4.8/5 - Reviews: 10 - Starting price: $299.00/month - Free trial: Available - Free demo: Not available #### Overview erwin Data Modeler is a cloud-based data modeling solution that helps businesses design, visualize and deploy data assets in real-time. The application allows administrators to [Read more](/bi/erwin-data-modeler-profile/) #### Features ##### Best rated features - Reporting/Analytics: 5/5 - Data Visualization: 5/5 - Drag & Drop: 5/5 - Access Controls/Permissions: 5/5 [See all features](/bi/erwin-data-modeler-profile/#key-features) #### Pricing ##### Basic - Price: $299.00/month [See full pricing details](/bi/erwin-data-modeler-profile/#pricing-and-plans) --- ### [Metaphor](/data-management/metaphor-profile/) - Overall rating: 5/5 - Reviews: 3 - Free trial: Not available - Free demo: Not available #### Overview Metaphor is a data management solution that integrates with the data stack, enabling agility and scalability for dynamic data environments. It ensures full compatibility with [Read more](/data-management/metaphor-profile/) #### Features ##### Best rated features - Collaboration Tools: 5/5 - Data Catalog: 5/5 - Metadata Management: 4.5/5 - Data Discovery: 4.5/5 ##### Worst rated features - AI/Machine Learning: 4/5 - Search/Filter: 4/5 - Natural Language Search: 4/5 [See all features](/data-management/metaphor-profile/#key-features) --- ### [PDSuite](/product/523284-PDSuite/) - Overall rating: 4.8/5 - Reviews: 5 - Free trial: Not available - Free demo: Not available #### Overview "PDSuite is the complete solution to manage product data, price lists layout and product sheets. It's the solution for all Companies looking for a software able to create price [Read more](/product/523284-PDSuite/) #### Features ##### Best rated features - Data Management: 5/5 - Data Cleansing: 5/5 - Data Governance: 5/5 - Data Synchronization: 5/5 ##### Worst rated features - Document Management: 3/5 - Workflow Automation: 4/5 [See all features](/product/523284-PDSuite/#key-features) --- ### [Dataedo](/data-catalog/dataedo-profile/) - Overall rating: 4.7/5 - Reviews: 12 - Free trial: Available - Free demo: Not available #### Overview Dataedo is a cloud-based data governance software that helps businesses in IT, healthcare, food and beverage, and other sectors build data catalogs, manage data quality, and create [Read more](/data-catalog/dataedo-profile/) #### Features ##### Best rated features - Data Governance: 4/5 - Third-Party Integrations: 4/5 - Metadata Extraction: 4/5 - Data Catalog: 4/5 ##### Worst rated features - Single Sign On: 3/5 - Data Discovery: 4/5 - Metadata Management: 4/5 - Data Dictionary Management: 4/5 [See all features](/data-catalog/dataedo-profile/#key-features) #### Pricing ##### Datedo - Price: Custom - Pricing available upon request [See full pricing details](/data-catalog/dataedo-profile/#pricing-and-plans) --- ### [DQLabs](/product/483404-DQLABS/) - Overall rating: 5/5 - Reviews: 2 - Free trial: Not available - Free demo: Not available #### Overview DQLabs is an automated, modern data quality platform that delivers reliable and accurate data for better business outcomes. DQLabs automates business quality checks and resolution [Read more](/product/483404-DQLABS/) #### Features ##### Best rated features - Visual Analytics: 5/5 - Monitoring: 5/5 - Data Extraction: 5/5 - Match & Merge: 4/5 ##### Worst rated features - Data Capture and Transfer: 4/5 - Match & Merge: 4/5 [See all features](/product/483404-DQLABS/#key-features) --- ### [Qloo](/product/450572-Qloo/) - Overall rating: 5/5 - Reviews: 2 - Free trial: Not available - Free demo: Not available #### Overview Qloo is an AI-enabled platform that helps brands and enterprises evaluate customer’s choices and provide personalized recommendations, marketing strategies and audience [Read more](/product/450572-Qloo/) #### Features ##### Best rated features - Third-Party Integrations: 5/5 - API: 5/5 - Predictive Analytics: 5/5 - Website Personalization: 5/5 ##### Worst rated features - Customer Segmentation: 4/5 - Recommendations: 4/5 - Reporting/Analytics: 4/5 - A/B Testing: 4/5 [See all features](/product/450572-Qloo/#key-features) --- ### [Collibra](/data-privacy/collibra-profile/) - Overall rating: 4.6/5 - Reviews: 9 - Free trial: Not available - Free demo: Not available #### Overview Collibra unites organizations by delivering trusted data for every use, for every user, and across every source. Our Data Intelligence Cloud brings flexible governance, continuous [Read more](/data-privacy/collibra-profile/) #### Features ##### Best rated features - Data Governance: 5/5 - Data Security: 4.7/5 - Process Management: 4.5/5 - Data Lineage: 4/5 ##### Worst rated features - Policy Management: 3/5 - Data Discovery: 3.7/5 - Data Mapping: 3.7/5 - Data Profiling: 4/5 [See all features](/data-privacy/collibra-profile/#key-features) --- ### [Enterprise Test Data](/bi/test-data-automation-profile/) - Overall rating: 4.5/5 - Reviews: 28 - Free trial: Not available - Free demo: Not available #### Overview AI-powered. End-to-end. Your complete test data management platform. Simplify complex application landscapes and provide confidence and clarity at every step of your test data [Read more](/bi/test-data-automation-profile/) #### Features ##### Best rated features - Access Controls/Permissions: 5/5 - Database Conversion: 5/5 - Data Virtualization: 5/5 - Data Dictionary Management: 5/5 [See all features](/bi/test-data-automation-profile/#key-features) --- ### [Ataccama ONE](/master-data-management/ataccama-one-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Ataccama ONE is a cloud-based and on-premise software that helps businesses in banking, insurance, financial services, healthcare, transportation, telecommunications, and other [Read more](/master-data-management/ataccama-one-profile/) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/master-data-management/ataccama-one-profile/#pricing-and-plans) --- ### [Coginiti](/database-management-systems/aginity-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Coginiti is an SQL analysis solution that helps organizations connect and manage various databases to collect, clean, transform and analyze business data. It enables data engineers [Read more](/database-management-systems/aginity-profile/) #### Features ##### Best rated features - Data Storage Management: 5/5 - Database Conversion: 5/5 - Performance Analysis: 5/5 - Data Virtualization: 4/5 ##### Worst rated features - Data Replication: 3/5 - Access Controls/Permissions: 4/5 - Backup and Recovery: 4/5 - Data Dictionary Management: 4/5 [See all features](/database-management-systems/aginity-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/database-management-systems/aginity-profile/#pricing-and-plans) --- ### [Shinydocs](/enterprise-search/shinydocs-profile/) - Overall rating: 5/5 - Reviews: 1 - Starting price: $30,000.00/year - Free trial: Available - Free demo: Not available #### Overview Shinydocs is a cloud-based master data management solution that helps small to large businesses clean, search, migrate, secure and manage enterprise-level data. #### Features ##### Best rated features - Compliance Management: 5/5 - Visual Analytics: 4/5 - Information Governance: 4/5 - Metadata Management: 4/5 ##### Worst rated features - Master Data Management: 4/5 - Full Text Search: 4/5 - Reporting/Analytics: 4/5 - Metadata Management: 4/5 [See all features](/enterprise-search/shinydocs-profile/#key-features) #### Pricing ##### Shinydocs Pro - Price: $30,000.00/year - Shinydocs Pro includes: Easy Identification of privacy (PII) Data like Driver’s Licenses, Passports, [See full pricing details](/enterprise-search/shinydocs-profile/#pricing-and-plans) --- ### [data.world](/data-catalog/data-world-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Not available - Free demo: Not available #### Overview data.world is a cloud-based metadata management software that helps businesses in IT, advertising, education, and other sectors manage data discovery, governance, and automation [Read more](/data-catalog/data-world-profile/) #### Features ##### Best rated features - Data Lineage: 5/5 - Data Catalog: 5/5 - Metadata Management: 5/5 - Data Security: 5/5 [See all features](/data-catalog/data-world-profile/#key-features) --- ### [Tableau](/bi/tableau-profile/) - Overall rating: 4.6/5 - Reviews: 2,364 - Starting price: $15.00/month - Best for: Small businesses - Free trial: Available - Free demo: Not available #### Overview Tableau is a visual analytics platform that helps organizations of all sizes — from non-profits to global enterprises — across industries including healthcare, financial services, [Read more](/bi/tableau-profile/) ##### What users love - Powerful and flexible visualizations - Robust data integration capabilities - Customizable and interactive dashboards ##### To take in mind - Complex interface and navigation - Expensive licensing and scaling - Steep learning and training demands #### Features ##### Best rated features - Multivariate Analysis: 5/5 - Compliance Tracking: 5/5 - Data Migration: 5/5 - Customizable Fields: 5/5 ##### Worst rated features - Text Analysis: 1/5 - Generative AI: 2/5 - Multi-Channel Attribution: 3.5/5 [See all features](/bi/tableau-profile/#key-features) #### Pricing ##### Tableau Viewer - Price: $15.00/month ##### Tableau Explorer - Price: $42.00/month ##### Tableau Creator - Price: $75.00/month [See full pricing details](/bi/tableau-profile/#pricing-and-plans) --- ### [Alation](/data-governance/alation-profile/) - Overall rating: 5/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Alation pioneered the data catalog market and is now leading its evolution into a platform for a broad range of data intelligence solutions including data search & discovery, data [Read more](/data-governance/alation-profile/) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-governance/alation-profile/#pricing-and-plans) --- ### [Atlan](/data-collection/atlan-profile/) - Overall rating: 4.5/5 - Reviews: 2 - Free trial: Available - Free demo: Not available #### Overview The Atlan Collect platform helps businesses collect and track high-quality customer experience data. Also available on an easy to use mobile app, Atlan Collect is designed to work [Read more](/data-collection/atlan-profile/) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-collection/atlan-profile/#pricing-and-plans) --- ### [Select Star](/data-governance/select-star-profile/) - Overall rating: 4.5/5 - Reviews: 2 - Starting price: $300.00/month - Free trial: Available - Free demo: Not available #### Overview Select Star is a data discovery platform focused on making data management and data governance easy. While data is becoming more integral to the growth of organizations across all [Read more](/data-governance/select-star-profile/) #### Features ##### Best rated features - Data Lineage: 5/5 - Data Mapping: 5/5 - Data Discovery: 5/5 - Data Dictionary Management: 4/5 ##### Worst rated features - Data Governance: 3/5 - Data Catalog: 4/5 - Metadata Management: 4/5 - Data Dictionary Management: 4/5 [See all features](/data-governance/select-star-profile/#key-features) #### Pricing ##### Basic - Price: $300.00/month [See full pricing details](/data-governance/select-star-profile/#pricing-and-plans) --- ### [Dataloop](/product/490511-Dataloop/) - Overall rating: 4/5 - Reviews: 1 - Free trial: Available - Free demo: Not available #### Overview Dataloop is an end-to-end AI development platform that helps enterprises and organizations of any size build, train, and deploy AI models. The platform is cloud-based, making it [Read more](/product/490511-Dataloop/) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/product/490511-Dataloop/#pricing-and-plans) --- ### [OvalEdge](/data-governance/ovaledge-profile/) - Overall rating: 4/5 - Reviews: 1 - Starting price: $100.00/month - Free trial: Available - Free demo: Not available #### Overview OvalEdge is a data governance software that provides businesses with tools to handle regulatory compliance, data analysis, and other processes. Using the application, supervisors [Read more](/data-governance/ovaledge-profile/) #### Pricing ##### Basic - Price: $100.00/month [See full pricing details](/data-governance/ovaledge-profile/#pricing-and-plans) --- ### [Zeenea Data Discovery Platform](/metadata-management/zeenea-data-catalog-profile/) - Overall rating: 4/5 - Reviews: 1 - Starting price: $40,000.00/year - Free trial: Available - Free demo: Not available #### Overview Acitan Zeenea, a leading metadata management and data discovery SaaS product, is a cloud-based Data Discovery Platform featuring two solutions: a Data Catalog and an Enterprise [Read more](/metadata-management/zeenea-data-catalog-profile/) #### Features ##### Best rated features - Customer Database: 4/5 [See all features](/metadata-management/zeenea-data-catalog-profile/#key-features) #### Pricing ##### Enterprise Edition - Price: $40,000.00/year [See full pricing details](/metadata-management/zeenea-data-catalog-profile/#pricing-and-plans) --- 1 [2](https://www.softwareadvice.com/data-catalog/?__ai_markdown=true&page=2)[3](https://www.softwareadvice.com/data-catalog/?__ai_markdown=true&page=3) ## Popular Comparisons [ Tableau vs Talend Data Fabric ](https://www.softwareadvice.com/bi/tableau-profile/vs/talend-data-fabric/) ### Related Data Catalog Software - [Catalog Management Software](https://www.softwareadvice.com/catalog-management/) - [Data Discovery Software](https://www.softwareadvice.com/bi/data-discovery-tools-comparison/) - [Data Governance Software](https://www.softwareadvice.com/data-governance/) - [Metadata Management Software](https://www.softwareadvice.com/metadata-management/)