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Top 10 Metaphor Data Alternatives & Competitors

Based on G2 reviews, Metaphor Data is often evaluated alongside top-rated alternatives that vary by use case, pricing, and features. Machine Learning Data Catalog Software is used by teams seeking easy to use, easily administered platforms with features like user access management, dynamic data masking, and business and data glossary, according to G2 reviews. In most cases, users compare alternatives based on reliability and ease of use.
The best overall alternative to Metaphor Data is AWS Glue, rated ~4.3 stars on G2 from 191+ reviewers. It is frequently praised for data integration and etl solutions. Other well-known alternatives to Metaphor Data are:

Cloudera Data Platform – known for ease of use and scalability (G2 star rating ~4.1)
ServiceNow Workflow Data Fabric – highly rated for automation and efficiency improvement (G2 star rating ~4.3)
Atlan – offers user interface and data lineage (G2 star rating ~4.5)
Collibra – best suited for teams that need data management and data governance (G2 star rating ~4.2)

Browse top options below. Based on G2 review data, Metaphor Data is most commonly used in industries like Machine Learning Data Catalog Software, Data Governance Tools, ETL Tools. Compare user ratings by vertical to find the best fit.

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Best Paid & Free Alternatives to Metaphor Data

AWS Glue
Cloudera Data Platform
ServiceNow Workflow Data Fabric
Atlan
Collibra
Alation
Coalesce Catalog (formerly CastorDoc)
DataGalaxy

Top 10 Alternatives to Metaphor Data Recently Reviewed By G2 Community

Browse options below. Based on reviewer data, you can see how Metaphor Data stacks up to the competition and find the best product for your business.

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Collibra

By Collibra

4.2/5

(102)

Product Description

Unlike other data and AI governance solutions, Collibra offers a complete platform, powered by an enterprise metadata graph, that unifies data and AI governance to provide automated visibility, context and control—across every system and use case—and enriches data context with every use. The platform lets your people trust, comply and consume all your data while the enterprise metadata graph accumulates context with every use. Collibra’s automated access control safely puts data in your users’ hands without manual intervention, bringing more safety and more autonomy to every user to accelerate innovation. And Collibra AI Governance is the only solution that creates an active link between datasets and policies, models and AI use cases — cataloging, assessing and monitoring every AI use case and associated data set.

Categories in common with Metaphor Data:

Machine Learning Data Catalog

Alation

By Alation

4.4/5

(91)

Product Description

Categories in common with Metaphor Data:

Machine Learning Data Catalog

Coalesce Catalog (formerly CastorDoc)

By Coalesce

4.7/5

(64)

Product Description

CastorDoc is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. CastorDoc redesigns how data people collaborate. It provides a single source of truth to reference and document all the knowledge related to data within your company. If you are looking for a table related to your customers, just look for it as you would in Google and CastorDoc provides you with all the context you will need in your analysis. Inspired by internal tools developed by Uber, Airbnb, Lyft, and Spotify, Castor has developed a plug & play solution that deploys in mins to drive value for companies of all sizes. Discover and catalog your data today.

Categories in common with Metaphor Data:

Machine Learning Data Catalog

DataGalaxy

By DataGalaxy

4.8/5

(62)

Product Description

DataGalaxy is the industry’s first data knowledge catalog helping organizations understand how their entire business runs on data. An established leader in Europe, growing rapidly and operating worldwide, DataGalaxy offers a user-centric platform dedicated to metadata mapping, active metadata management, and metadata knowledge sharing. With its innovative approach to data governance and cataloging, DataGalaxy helps businesses of all sizes gain control over their data assets and make better, more informed decisions.

Categories in common with Metaphor Data:

Machine Learning Data Catalog

Product Description

Categories in common with Metaphor Data:

Machine Learning Data Catalog

Select Star

By Select Star

4.5/5

(55)

Product Description

Select Star is a data discovery platform that automatically analyzes & documents your data. Many data scientists and business analysts spend too much time looking for the right data, often having to ask other people to find it. Beyond a data catalog, Select Star provides an easy to use data portal, where data teams can govern their data and share the knowledge base with all data consumers inside the company.

Categories in common with Metaphor Data:

Machine Learning Data Catalog