Best Data Management Software - Page 13

How Many Data Management Software Products Does G2 Track?

Total Products under this Category: 253

Category Stats (Nov 2026)

  • Average Rating: 4.53/5 (↑0.03 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: DataBahn (+1.05%) - Among all products in this category, DataBahn recorded the largest rating increase compared to last month

Last updated: November 02, 2026

How Does G2 Rank Data Management Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 20,600+ Authentic Reviews
  • 253+ 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.

G2 Grid® for Data Management Software

G2 Grid® for Data Management Software plotting products by satisfaction and market presence

Highlighted products: Databricks, Data 360 (formerly Salesforce Data Cloud), Vast Data, Progress ShareFile, Unitrends Backup and Recovery, Progress MarkLogic, and Frontier.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-management-software/grids.json?focus%5B%5D=databricks&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=vast-data&focus%5B%5D=progress-sharefile&focus%5B%5D=unitrends-backup-and-recovery&focus%5B%5D=progress-marklogic&focus%5B%5D=exportly-frontier)

Polyture

Polyture combines all the major elements of the modern data stack into one application that is intuitive and free to use. The platform consists of four modules; Warehousing, Dataflows, Automated Machine Learning, and Dashboards.

Average Rating: 5.0/5.0

Total Reviews: 4

Who Is the Company Behind Polyture?

  • Seller: Polyture
  • HQ Location: Santa Clara, CA
  • Twitter: @PolytureData
    25 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Polyture?

What Are G2 Users Discussing About Polyture?

prodexa PIM

We believe that every company - regardless of its size - has to maintain its product information independently and be able to make it available for all sales channels and media at all times. prodexa is always looking for the simplest ways so that companies can use PIM quickly and without large projects. User interfaces that can be used intuitively make it possible to implement the everyday requirements for product information independently. Always as simple as possible, whether for 30 or 300,000 products. We simply make PIM from the cloud. The prodexa PXM platform for product experience management combines PIM and MAM with modules for onboarding, distribution and syndication of product information. With prodexa, new requirements of the digital touchpoints are continuously met in order to improve the presentation in all digital sales areas. prodexa enables holistic and consistent product experiences for customers, regardless of the respective touchpoint. Instead of only having a single version of the product information, prodexa can support any version in the form of channel-specific catalogs. The prodexa platform offers all the tools for successful PXM. Thanks to their flexibility, scalability and user-friendliness, companies are able to create relevant and emotionally gripping product experiences that hit the customer's nerve - on every channel, today and tomorrow.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind prodexa PIM?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of prodexa PIM?

What Are G2 Users Discussing About prodexa PIM?

Prophia

Prophia is a cloud-based lease abstraction, reporting, and insights solution designed specifically for commercial real estate.

Average Rating: 4.4/5.0

Total Reviews: 14

Who Is the Company Behind Prophia?

  • Seller: Prophia
  • Year Founded: 2018
  • HQ Location: San Francisco, US
  • Twitter: @prophia
    43 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Commercial Real Estate, Real Estate
  • Company Size: 50% Medium, 43% Small

What Are Recent G2 Reviews of Prophia?

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Qubole

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data. For more information, visit us at www.qubole.com.

Average Rating: 4.0/5.0

Total Reviews: 237

Who Is the Company Behind Qubole?

  • Seller: Qubole
  • Year Founded: 2011
  • HQ Location: Santa Clara, CA
  • Twitter: @qubole
    9,425 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Data Scientist
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Large, 44% Medium

What Are Recent G2 Reviews of Qubole?

What Are G2 Users Discussing About Qubole?

Radicalbit

DataOps Platform for Streaming Data Integration & Real-Time Advanced Analytics

Who Is the Company Behind Radicalbit?

  • Seller: Radicalbit
  • HQ Location: Milan, IT
  • Twitter: @weareradicalbit
    262 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

RDFox

RDFox is a high-performance in-memory knowledge graph and semantic reasoner. Optimised for speed and advanced reasoning, it affords query and loading times that are orders of magnitudes faster than alternative triplestores, while also achieving greater insights into the data. RDFox is developed by Oxford Semantic Technologies—an Oxford University spin-out founded by leading academics backed by decades of cutting-edge research in semantic web technologies.

Average Rating: 4.8/5.0

Total Reviews: 12

Who Is the Company Behind RDFox?

Who Uses This Product?

  • Company Size: 36% Small, 29% Medium

What Are Recent G2 Reviews of RDFox?

What Are G2 Users Discussing About RDFox?

Reframe Monitor

Reframe Monitor by Reframe Data is a no-code platform designed to assist organizations and projects in monitoring their progress and effectively managing their data. Here are the key functions of Reframe Monitor: Monitoring Indicators and KPIs: The tool allows users to set up logical frameworks and indicators to track real-time progress toward achieving project or organizational goals. Data Collection: It offers capabilities for collecting and analyzing data that align with operational processes, whether it's data on activities, participants, grants, geographic areas, or other aspects. Data Analysis and Visualization: Users can create analytical dashboards tailored to their metrics, enabling them to analyze and visualize data for various purposes. Automated Reporting: Reframe Monitor supports the generation and sharing of reports based on collected data, facilitating regular reporting to partners and stakeholders. AI-based Recommendations: The tool provides AI-based recommendations for indicators and data collection fields, helping users refine their monitoring plans based on project descriptions and sector-specific insights.

Who Is the Company Behind Reframe Monitor?

Retica

Retica is a revolutionary cloud platform based on artificial intelligence, designed to automate the import of documents such as orders, invoices and delivery notes into your company management system. With Retica, you will no longer need to dedicate staff to manually entering these documents, saving time and reducing errors. Our advanced system is able to recognize texts, tables and information, regardless of the structure of the document, and convert them into data that can be read and used by your management system. This means that Retica can manage documents of various formats and layouts, making the integration process extremely flexible and adaptable to the specific needs of your company.

Who Is the Company Behind Retica?

Revefi

Revefi introduces Raden, the world's first AI Data Engineer, designed to augment data teams by automating complex data operations. Raden functions as both an Autopilot and CoPilot, assisting in ensuring high-quality data, managing data pipelines, optimizing data expenditure, and enhancing operational performance and efficiency. With a zero-touch setup, users can experience results within five minutes, achieving up to a 50% reduction in data spend and a tenfold improvement in operational efficiency.

Who Is the Company Behind Revefi?

  • Seller: Revefi
  • Year Founded: 2021
  • HQ Location: Redmond, US
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

Rons Data Compare

Rons Data Compare: Compare, review and synchronize CSV and tabular data files.

Who Is the Company Behind Rons Data Compare?

Ryft

Lakehouse Management Tools

Who Is the Company Behind Ryft?

  • Seller: Ryft
  • Year Founded: 2024
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

Sadas Engine

Sadas Engine is a columnar Database Management System able to perform more than 100 times faster than transactional DBMSs and able to carry out searches on huge quantities of data over a period even longer than 10 years. Benchmarks proved that Sadas Engine is much faster than other columnar DBMSs as well. Sadas Engine was designed to store, manage and analyze huge quantities of data, and seamlessly integrates with any data warehouse environment. It ensures exceptional performances during the phases of ETL and enquiry. Sadas Engine is specifically designed to achieve outstanding performances in Data Warehouse environments, making access to information easy and quick. It is able to simplify structures and procedures without overlooking efficiency and quality of performances.

Who Is the Company Behind Sadas Engine?

  • Seller: Sadas Srl
  • Year Founded: 2013
  • HQ Location: Milan, IT
  • Twitter: @SadasEngine
    7 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    127 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated May 14, 2025