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Best Data Clean Room Software in 2026
When multiple parties need to analyze or match data under defined controls, clean room software offers different capabilities to compare. Check privacy-safe matching and output controls, then consider native connectors and SQL analysis in relation to your data workflows. Deployment options and audit logs provide further points of comparison. Free-plan availability and paid-from pricing can help you assess cost. Amazon Marketing Cloud and Placino are among the entries, as are AppsFlyer Data Clean Room and BigQuery Data Clean Rooms. Use the listed features to focus on the technical and governance needs of the collaboration you have in mind.
- 21 apps
- Research read 23 Sept 2026
- How the order is worked out
- 1
AppsFlyer Data Clean Room
Free plan AndroidAPIiPhone+1AppsFlyer Data Clean Room provides controlled matching and aggregated reporting, with cloud destinations and SQL query options.
- 2
Amazon Marketing Cloud
Free plan APIWebAMC combines audience building, journey measurement, and signal analysis in a privacy-focused clean room. Eligibility and the aggregated nature of its outputs are important constraints to consider.
- 3
Placino
Free plan APIWebPlacino brings varied data sources and query methods into a clean room with described privacy and governance controls.
- 4
Salesforce Data 360
Free plan APIWebChoose Data 360 if your Salesforce teams need to unify customer data, resolve identities, and create segments, insights, or actions from it.
- 5
Aggregion DataLabs & CleanRoom
Paid APISelf-hostedWebAggregion brings partner data discovery, protected model development, and CleanRoom calculations into one workflow. Organizations should account for the on-request pricing when evaluating it.
- 6
JetStream
Free trial Self-hostedJetStream combines privacy-oriented record matching with customer views, change notifications, and marketplace datasets.
- 7
AWS Clean Rooms
Paid APIWebChoose AWS Clean Rooms when multiple organizations need joint analysis without exchanging underlying datasets, and when its analysis and privacy controls match the use case.
5.6 Visit site - 8
BeeKeeperAI (EscrowAI)
Paid Self-hostedWebEscrowAI combines protected AI computation with controls and records for agent activity. Healthcare teams should note its focus on protected data and request pricing from BeeKeeperAI.
- 9
INDICO DataHub 2
Free trialDataHub brings dataset discovery and privacy-focused partner collaboration into one platform.
- 10
Anjuna Northstar
Paid Self-hostedChoose Northstar if your team needs to analyze sensitive or live data with other parties while protecting data and code.
- 11
BigQuery Data Clean Rooms
Paid APIWebBigQuery Data Clean Rooms provide role-based sharing and configurable query controls, with explicit limits on resource count and regional availability.
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Decentriq Data Clean Rooms
Paid APIWebDecentriq offers no-code and advanced ways to analyze data collaboratively while limiting what leaves the clean room.
- 13
Integral
Paid Self-hostedWebIntegral suits organizations preparing sensitive, real-world data for AI that need expert privacy assessment and documented sanitization.
- 14
LiveRamp Clean Room
Paid APIWebLiveRamp Clean Room combines cross-party matching, cloud connections, and programmable collaboration controls. Its annual plans start at $20,000 a year, and pricing is on request.
- 15
mediarithmics
Paid APIWebmediarithmics brings customer data, personalisation, audience activation, and partner collaboration into an enterprise platform. Pricing is not published, so prospective customers need to request it.
- 16
Optable Collaborate
Paid APIWebOptable Collaborate combines audience clean rooms with listed activation integrations and data-governance controls. Organizations considering it will need to request pricing.
- 17
Adobe Real-Time CDP
Paid WebChoose Adobe Real-Time CDP if your brand needs a web-based platform with editions aligned to consumer, business, or combined personalization.
- 18
InfoSum Data Clean Room
Paid APIWebInfoSum Data Clean Room focuses on privacy-conscious dataset collaboration, analysis, and activation. Organizations must contact InfoSum to arrange access and request pricing.
- 19
Permutive
Paid AndroidiPhoneWebConsider Permutive if your organization needs audience management, clean-room collaboration, and activation across publisher and advertising partners.
- 20
Vendia Distributed Data Clean Rooms
Paid APIWebConsider Vendia Distributed Data Clean Rooms if collaborators need to prepare and analyze shared data across different clouds or warehouses, with workspace isolation and granular controls.
- 21
Snowflake Notebooks
Paid Web3.9 Visit site
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price