Best Data Clean Room Software - Page 2

How Many Data Clean Room Software Products Does G2 Track?

Total Products under this Category: 27

Category Stats (Sep 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings

Last updated: September 23, 2026

How Does G2 Rank Data Clean Room Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 3,900+ Authentic Reviews
  • 27+ 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 Clean Room Software

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

Highlighted products: Snowflake, Crossbeam, Amazon Marketing Cloud, Google Cloud BigQuery, AppsFlyer, Adobe Real-Time CDP, Decentriq, and Google Ads Data Hub.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-clean-room/grids.json?focus%5B%5D=snowflake&focus%5B%5D=crossbeam&focus%5B%5D=amazon-marketing-cloud&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=appsflyer&focus%5B%5D=adobe-real-time-cdp&focus%5B%5D=decentriq-decentriq&focus%5B%5D=google-ads-data-hub)

Duality SecurePlus

Duality SecurePlus® enables multiple parties to securely compute on sensitive data while preserving privacy, confidentiality, and regulatory compliance. SecurePlus seamlessly integrates with existing systems so you can set up collaboration projects quickly and at scale. Our applications — including Analytics & Machine Learning, Query, and Collaboration Hub — enable you to run descriptive statistics; train, tune, and deploy AI and ML inference models; and deploy SQL-like queries, all while using encrypted data or models. Securely collaborate with partners in any environment to unlock the value of your data, drive revenue, and amplify efficiency across your organization.

Who Is the Company Behind Duality SecurePlus?

  • Seller: Duality
  • Year Founded: 2016
  • HQ Location: Hoboken, US
  • Twitter: @DualityEngine
    6 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

Fluid

Secure data exchange and collaboration platform enabling organizations to work with sensitive information across teams and partners while maintaining privacy. Provides trusted infrastructure for data partnerships and secure AI initiatives.

Who Is the Company Behind Fluid?

Habu

Who Is the Company Behind Habu?

  • Seller: Habu
  • Year Founded: 2011
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    1,542 employees on LinkedIn®

InfoSum

InfoSum is powering trust in the data economy with a single vision for the future of data connectivity

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate InfoSum?

  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind InfoSum?

  • Seller: InfoSum
  • HQ Location: London, GB
  • Twitter: @InfoSum
    1,108 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    75 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of InfoSum?

What Are G2 Users Discussing About InfoSum?

Linksight

Linksight enables easy and secure data collaboration (federated analytics and federated learning) between multiple parties. With our platform, you can perform privacy-friendly analyses on each other’s datasets without sharing sensitive data because the data stays at the source. How? Through advanced privacy technology (secure multiparty computation (MPC), multiple PETs (Privacy Enhancing Technologies) such as secret sharing and fully homomorphic encryption (FHE) combined with our unique configurable collaboration governance rules.

Who Is the Company Behind Linksight?

MERKURY

Merkury enables marketers, media owners, and publishers to own, build, and control a cookie-less Private Identity Graph. Merkury uses an organization’s first-party CRM data and valuable interactions such as logins, outbound email campaigns and media reach to create and grow a universe of person-based IDs for cross-channel targeting, personalization, measurement and more.

Who Is the Company Behind MERKURY?

  • Seller: Merkle
  • Year Founded: 1971
  • HQ Location: Columbia, MD
  • Twitter: @MerkleCRM
    57 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,525 employees on LinkedIn®

Omnisient Data Collaboration Platform

Omnisient is a Privacy Enhancing Technology and the leading privacy-preserving data collaboration platform in emerging markets. The technology creates a trust-by-design environment for businesses to collaborate on their first-party data securely, quickly, and easily while remaining compliant with consumer data privacy regulations. Clients can use new 1st party data sources to grow financial inclusion, improve the customer experience, and identify new business opportunities for growth.

Who Is the Company Behind Omnisient Data Collaboration Platform?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Omnisient Data Collaboration Platform?

Opaque Analytics

Opaque Analytics. Process structured data securely using Spark SQL. Run SQL queries, complex analytics, and ETL pipelines on data loaded from encrypted CSV files.

Who Is the Company Behind Opaque Analytics?

  • Seller: Opaque
  • Year Founded: 2021
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

Samooha

Samooha is a secure data collaboration platform that enables businesses to harness the full potential of their data ecosystems. By providing a low-code, no-code application, Samooha facilitates seamless and privacy-preserving data sharing across various industries, including healthcare, financial services, advertising, media, and entertainment. As a native application on Snowflake, it eliminates the need for data migration by bringing the application directly to the data source, ensuring integrated value within the warehouse and cloud layers. Key Features and Functionality: - Data Clean Rooms : Samooha offers industry-specific templates to support secure analysis within clean rooms, enabling organizations to collaborate without exposing underlying data. - No-Code User Interface: The platform provides a user-friendly interface that allows non-technical users, such as analysts and business operations professionals, to access and build clean room applications without coding expertise. - Cross-Cloud Collaboration: Samooha supports secure, cross-cloud data collaboration, allowing businesses to share and analyze data across different cloud environments without compromising privacy. - Privacy-Preserving Technologies: Leveraging secure and private multiparty computing technologies, Samooha ensures that data collaboration is conducted in a privacy-preserving manner, adhering to governance and compliance standards. Primary Value and Problem Solved: Samooha addresses the challenge of secure and efficient data collaboration in an era where data privacy and compliance are paramount. By providing a platform that enables businesses to collaborate on data without exposing sensitive information, Samooha unlocks new opportunities for data-driven insights and innovation. Its no-code interface democratizes access to data collaboration tools, empowering a broader range of users to participate in data-driven decision-making processes. This approach not only enhances operational efficiency but also fosters a data economy where enterprises can unlock previously untapped value through secure and compliant data sharing.

Who Is the Company Behind Samooha?

  • Seller: Samooha
  • Year Founded: 2022
  • HQ Location: Los Altos Hills, US
  • Twitter: @samooha_inc
    174 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Vendia

Power AI with all your data. Turn your enterprise data, assets, and services into AI-powered outcomes seamlessly and securely. Vendia is the future of collective data intelligence, combining smart APIs, databases, and distributed ledger technology inside a single platform. Vendia’s data platform makes it easy to turn your enterprise data, assets, and services into AI-powered outcomes seamlessly and securely. Companies such as BMW, Delta Airlines, Resolution Life Insurance, and Fannie Mae use Vendia to automate contextual and compliant data flows between any-to-any systems for a harmonized, accurate view of data that unlocks speed, innovation, and cost savings. Learn more about us at Vendia.com.

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate Vendia?

  • Ease of Admin: 9.2/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Vendia?

  • Seller: Vendia
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    91 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Do G2 Reviewers Say About Vendia?

AI-generated summary from verified user reviews

Pros
  • Users value the extensive data management features of Vendia, seamlessly integrating into organizational systems.
  • Users find Vendia's ease of use enhances data management, seamlessly integrating into their organizational systems.
  • Users value the easy integrations of Vendia, enhancing data management within their organizational systems.
  • Users value the feature-rich blockchain services of Vendia for seamless data management and integration in their organization.
Cons
  • Users report poor customer support with only email assistance, impacting their overall satisfaction with Vendia.
  • Users experience slow processing with lag when querying large instances, alongside limited customer support options.

What Are Recent G2 Reviews of Vendia?

wehave

One platform to run sponsorship, hospitality and B2B ticketing. wehave is the all-in-one platform built specifically for sports sponsorship and partnership teams, not a generic CRM or spreadsheet stretched to fit sports. It brings pipeline, contracts, rights tracking, hospitality, ticketing, reporting, and partner portals into one connected workspace. Commercial teams use wehave to stop losing rights in spreadsheets, automate guest lists and matchday check-in (no more WhatsApp/email chains), generate branded activation reports automatically, and give every partner a real-time portal of their own rights and deliverables. Coach Vic, wehave's AI commercial director, helps set up workspaces, drafts assets, and answers questions along the way. Trusted by 50+ clubs across Europe including Royal Antwerp FC, Standard de Liege, Tomorrowland, PSV and Feyenoord,

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate wehave?

  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind wehave?

  • Seller: wehave
  • Year Founded: 2023
  • HQ Location: antwerpen, BE
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®
  • Phone: +32479797605

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of wehave?

xtendr

xtendr facilitates secure data sharing and collaboration between teams, departments, and organisations - generating powerful insights without ever compromising on privacy.
 Using a combination of best-in-market Privacy Enhancing Technologies (PETs), xtendr allows participants to securely share data with external analytics providers, as well as to pool their datasets in order to learn from a broader range of information - all without ever exposing personal or sensitive information. With applications in industries including healthcare, finance and manufacturing, xtendr allows collaborators to combine datasets for enhanced research, audience analysis, detection of patterns and trends, and more.

Who Is the Company Behind xtendr?

  • Seller: xtendr
  • Year Founded: 2019
  • HQ Location: Budapest, HU
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®
Brandon Summers-Miller
BS
Researched and written by Brandon Summers-Miller
Updated October 3, 2024