17.9
AppsFlyer Data Clean Room lets organizations match first-party user-level data with AppsFlyer attribution data, then share aggregated reports without…
Free planAndroidiOSWeb
Best Data Clean Room Software in 2026
Data clean room software supports collaborative analysis and matching while applying controls to shared data. This 2026 ranking covers 21 products, including Placino, Amazon Marketing Cloud, and AppsFlyer Data Clean Room. Compare privacy-safe matching and output controls, then consider native connectors and whether SQL analysis is available for your workflows. Audit logs and deployment options are useful points of…
27.0
Amazon Marketing Cloud (AMC) is a cloud-based clean room for analyzing advertising signals and building audiences.
Free planWebAPI
36.6
Permutive brings together a data clean room, curation, and first-party data activation for publishers, advertisers, agencies, and retail media leaders.
AndroidiOSWeb
- 4
INDICO DataHub 2
INDICO DataHub 2 combines a data marketplace and a data clean room for organisations that want to collaborate on data.
6.3From $79 a month - 5
BigQuery Data Clean Rooms
BigQuery Data Clean Rooms let multiple parties share, join, and analyze data without transferring or exposing the underlying data.
WebAPI6.1 - 6
Placino
Placino is a data clean room platform for organizations that need to analyze shared data while keeping raw customer records undisclosed.
Free planWebAPI6.1Free plan - 7
Salesforce Data 360
Salesforce Data 360 combines data from sources such as external data lakes, websites, and legacy systems into a Customer 360 profile for Salesforce…
WebAPI6.0From $240 a year - 8
LiveRamp Clean Room
LiveRamp Clean Room gives multiple parties a controlled environment to collaborate on data while retaining privacy and governance controls.
WebAPI5.9From $20,000 a year - 9
Decentriq Data Clean Rooms
Decentriq Data Clean Rooms lets organizations collaborate on data analysis without handing one another the underlying records.
WebAPI5.7 - 10
InfoSum Data Clean Room
InfoSum Data Clean Room lets organizations match and analyze datasets without transferring or disclosing the underlying data.
WebAPI5.6 - 11
Vendia Distributed Data Clean Rooms
Vendia Distributed Data Clean Rooms is a data-sharing product for teams, partners, and customers that need to collaborate while controlling access.
WebAPI5.5 - 12
Anjuna Northstar
Anjuna Northstar is self-hosted software for multiple parties to analyze sensitive or live data with AI while protecting data privacy and intellectual property.
Self-hosted5.4 - 13
AWS Clean Rooms
AWS Clean Rooms lets companies analyze shared datasets together without exchanging or copying the underlying data.
WebAPI5.3 - 14
BeeKeeperAI (EscrowAI)
BeeKeeperAI’s EscrowAI is a confidential computing environment for running AI models and data while controlling what AI agents can do.
WebSelf-hosted5.3 - 15
Integral
Integral assesses and prepares real-world data for AI use through privacy review, data sanitization, and documentation.
WebSelf-hosted5.3 - 16
JetStream
JetStream is a paid, self-hosted clean room data collaboration platform for matching customer records without exposing the underlying personal data.
Self-hosted5.3 - 17
Optable Collaborate
Optable Collaborate provides purpose-limited clean rooms where partners can connect audience data for planning, analysis, measurement, and activation…
WebAPI5.3 - 18
Aggregion DataLabs & CleanRoom
Aggregion DataLabs & CleanRoom provides an environment for developing and running models on data shared by multiple partners.
WebAPISelf-hosted5.2 - 19
mediarithmics
mediarithmics is a customer data platform for data-driven enterprises, bringing known and anonymous audience data together for real-time…
WebAPI5.2 - 20
Adobe Real-Time CDP
Adobe Real-Time CDP is a web-based customer data platform with capabilities for data ingestion, identity resolution, real-time profiles, and audience activation.
Web5.1 - 215.0