# Top Free Machine Learning Data Catalog Software - Page 2 ## How Many Machine Learning Data Catalog Software Products Does G2 Track? **Total Products under this Category:** 89 ### Category Stats (Jul 2026) - **Average Rating:** 4.36/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** ServiceNow Workflow Data Fabric (+0.14%) - Among all products in this category, ServiceNow Workflow Data Fabric recorded the largest rating increase compared to last month _Last updated: July 25, 2026_ ## How Does G2 Rank Machine Learning Data Catalog Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,800+ Authentic Reviews - 89+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. [ Dataedo ](https://www.g2.com/products/dataedo/reviews) By [Dataedo](https://www.g2.com/sellers/dataedo) [ 5/5(2) ](https://www.g2.com/products/dataedo/reviews) Product Description Dataedo is a comprehensive data governance platform designed for mid-sized organizations seeking to catalog, document, and manage their data assets efficiently. It provides a centralized, intuitive so [ SelectZero ](https://www.g2.com/products/selectzero/reviews) By [SelectZero](https://www.g2.com/sellers/selectzero) [ 4.7/5(13) ](https://www.g2.com/products/selectzero/reviews) What do users say? Users consistently praise the platform for its intuitive and easy-to-use interface, which simplifies data management tasks. The responsive customer support team is frequently highlighted for their qui Pros and Cons [ Customer Support (10) ](https://www.g2.com/products/selectzero/reviews?qs=pros-and-cons)[ User Interface Issues (3) ](https://www.g2.com/products/selectzero/reviews?qs=pros-and-cons) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ Accurity Software Suite ](https://www.g2.com/products/accurity-software-suite/reviews) By [Simplity](https://www.g2.com/sellers/simplity) [ 5/5(1) ](https://www.g2.com/products/accurity-software-suite/reviews) Product Description With Accurity, the all-in-one data intelligence platform, you get company-wide understanding and complete trust in your data - speed up business-critical decision making, increase your revenue, reduce Pros and Cons [ Accessibility (1) ](https://www.g2.com/products/accurity-software-suite/reviews?qs=pros-and-cons)[ Difficult Setup (1) ](https://www.g2.com/products/accurity-software-suite/reviews?qs=pros-and-cons) [ Dataland ](https://www.g2.com/products/dataland/reviews) By [Dataland](https://www.g2.com/sellers/dataland) [ 0/5(0) ](https://www.g2.com/products/dataland/reviews) Product Description Dataland is a unified data workspace specifically intended for frontline, operational users – like supply chain, logistics, operations, and customer support. Dataland centralizes all data into one pla [ Privacera Data Security... ](https://www.g2.com/products/privacera-data-security-platform/reviews) By [Trust3 AI](https://www.g2.com/sellers/trust3-ai) [ 4.2/5(6) ](https://www.g2.com/products/privacera-data-security-platform/reviews) Product Description Privacera, based in Fremont, CA, was founded in 2016 by the creators of Apache Ranger™ and Apache Atlas. Delivering trusted and timely access to data consumers, Privacera provides data privacy, securi Pros and Cons [ Access Control (1) ](https://www.g2.com/products/privacera-data-security-platform/reviews?qs=pros-and-cons)[ Complex Coding (1) ](https://www.g2.com/products/privacera-data-security-platform/reviews?qs=pros-and-cons) [ Reltio Connected Data Platform ](https://www.g2.com/products/reltio-connected-data-platform/reviews) By [Reltio](https://www.g2.com/sellers/reltio) [ 3.3/5(6) ](https://www.g2.com/products/reltio-connected-data-platform/reviews) Product Description Reltio offers the industry's first cloud-native, multi-domain MDM SaaS solution. By offering next-generation master data management, the Reltio Connected Data Platform leverages a cloud-native, multi- [ Sequentum Cloud ](https://www.g2.com/products/sequentum-cloud/reviews) By [Sequentum Inc.](https://www.g2.com/sellers/sequentum-inc) [ 5/5(2) ](https://www.g2.com/products/sequentum-cloud/reviews) Product Description Sequentum Cloud - the ultimate low code web scraper for trusted data. Sequentum Cloud is a fully cloud-based SaaS web scraping solution to help any user access high-quality, trusted, custom web dat Pros and Cons [ Customization (2) ](https://www.g2.com/products/sequentum-cloud/reviews?qs=pros-and-cons) [ Strategy Mosaic ](https://www.g2.com/products/strategy-mosaic/reviews) By [Strategy (formerly MicroStrategy)](https://www.g2.com/sellers/strategy-formerly-microstrategy) [ 4.5/5(15) ](https://www.g2.com/products/strategy-mosaic/reviews) What do users say? Users consistently praise the user-friendly features and visual roadmap that Strategy Mosaic provides, making it easier to align teams and manage projects. The platform's ability to leverage AI for da Pros and Cons [ Ease of Use (2) ](https://www.g2.com/products/strategy-mosaic/reviews?qs=pros-and-cons)[ Bugs (2) ](https://www.g2.com/products/strategy-mosaic/reviews?qs=pros-and-cons) [ Vectice ](https://www.g2.com/products/vectice/reviews) By [Vectice](https://www.g2.com/sellers/vectice) [ 0/5(0) ](https://www.g2.com/products/vectice/reviews) Product Description Vectice, an auto-documentation platform, empowers data scientists and model developers to build trust faster in AI models. By continuously cataloging AI assets and knowledge during development, model [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. 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