It suits retail media networks and organizations seeking privacy-conscious data collaboration using attribution and first-party data.
Free plan Free trial From $0.07 usage-based AndroidiPhone & iPadWebAPI
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Best Data Clean Room Software 2026
Facts read 20 Sep 2026 – 19 Oct 2026
Data clean room software provides options for collaborative data work with privacy-related controls. Compare privacy-safe matching and output controls, then consider native connectors and SQL analysis in relation to the workflows you need to support. Audit logs and deployment options offer additional dimensions for assessing fit with your environment. Free-plan availability and paid-from pricing help put access and cost in context. AppsFlyer Data Clean Room, Placino, and BigQuery Data Clean Rooms are among the names to examine, alongside LiveRamp Clean Room and Amazon Marketing Cloud. Think about the data connections and analysis methods that matter to your use case, and weigh them against the listed controls and deployment details.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 AppsFlyer Data Clean Room | It suits retail media networks and organizations seeking privacy-conscious data collaboration using attribution and first-party data. | 5.6 | $0.07 usage-based | Free plan | Android, iPhone & iPad, Web, API | 15 Oct 2026 |
| 02 Salesforce Data 360 | It suits marketing, service, sales, and commerce teams, along with AI agents, that need unified customer data. | 4.8 | Free plan | Free plan | Web, API | 4 Oct 2026 |
| 03 Amazon Marketing Cloud | AMC suits eligible advertisers who want to analyze advertising signals or build audiences across Amazon Ads channels. | 4.7 | Free plan | Free plan | Web, API | 19 Oct 2026 |
| 04 INDICO DataHub 2 | It suits organizations across sectors seeking to collaborate on data while protecting sensitive information. | 4.2 | $79 a month | Free trial | — | 8 Oct 2026 |
| 05 LiveRamp Clean Room | 4.2 | $20,000 a year | — | Web, API | 30 Sep 2026 | |
| 06 Placino | Placino is aimed at enterprises, including organizations in retail, financial services, telecommunications, healthcare, and pharma that need to analyze or activate… | 4.2 | Free plan | Free plan | Web, API | 30 Sep 2026 |
| 07 Permutive | Permutive is aimed at publishers, advertisers, agencies, and retail media teams working with first-party audience data. | 4.1 | — | — | Android, iPhone & iPad, Web | 1 Oct 2026 |
| 08 JetStream | 3.7 | — | Free trial | Self-hosted | 7 Oct 2026 | |
| 09 BigQuery Data Clean Rooms | It suits organizations that need to share and analyze BigQuery data with partners while restricting access to raw data. | 3.6 | Free | — | Web, API | 3 Oct 2026 |
| 10 Decentriq Data Clean Rooms | Decentriq identifies advertisers, publishers, data partners, retailers, agencies, and healthcare organizations as potential users. | 3.6 | — | — | Web, API | 3 Oct 2026 |
02
Salesforce Data 360
It suits marketing, service, sales, and commerce teams, along with AI agents, that need unified customer data.
WebAPI Record4.8 Visit
03
Amazon Marketing Cloud
AMC suits eligible advertisers who want to analyze advertising signals or build audiences across Amazon Ads channels.
WebAPI Record4.7 Visit
04
INDICO DataHub 2
It suits organizations across sectors seeking to collaborate on data while protecting sensitive information.
Record4.2 Visit
05
LiveRamp Clean Room
WebAPI Record4.2 Visit
6
Placino
WebAPI Free plan Record4.2 Visit Placino is aimed at enterprises, including organizations in retail, financial services, telecommunications, healthcare, and pharma that need to analyze or activate…
7
Permutive
AndroidiPhone & iPadWeb — Record4.1 Visit Permutive is aimed at publishers, advertisers, agencies, and retail media teams working with first-party audience data.
9
BigQuery Data Clean Rooms
WebAPI Free Record3.6 Visit It suits organizations that need to share and analyze BigQuery data with partners while restricting access to raw data.
10
Decentriq Data Clean Rooms
WebAPI — Record3.6 Visit Decentriq identifies advertisers, publishers, data partners, retailers, agencies, and healthcare organizations as potential users.
11
InfoSum Data Clean Room
WebAPI — Record3.6 Visit It suits organizations that want to analyze audience overlap or coordinate data-driven campaigns without sharing underlying datasets.
12
Optable Collaborate
WebAPI — Record3.6 Visit It suits publishers, media owners, and advertising partners building and activating audiences for advertising.
13
Vendia Distributed Data Clean Rooms
WebAPI — Record3.6 Visit It suits organizations whose teams, partners, or customers need to analyze shared data across different cloud or warehouse platforms.
14
Anjuna Northstar
Self-hosted — Record3.5 Visit Northstar is aimed at AI operations teams and data scientists working with sensitive or live data from multiple parties.
15
AWS Clean Rooms
WebAPI — Record3.5 Visit It suits companies collaborating on sensitive datasets for analytics, reporting, research, marketing, investment, or machine learning.
16
BeeKeeperAI (EscrowAI)
WebSelf-hosted — Record3.5 Visit EscrowAI is aimed at healthcare data stewards and algorithm developers working with protected data.
17
Integral
WebSelf-hosted — Record3.5 Visit Integral suits AI builders and data collaborators handling healthcare, consumer, behavioral, enterprise, or operational data.
19
Aggregion DataLabs & CleanRoom
WebAPISelf-hosted — Record3.3 Visit It suits organizations that want to build models using data from multiple partners and need governance over permissions, scripts, and execution.
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