Best Data Clean Room Software in 2026
Updated
In short: Amazon Marketing Cloud is ranked #1 of 21 as of 4 October 2026, ahead of Placino and AppsFlyer Data Clean Room. The best-ranked option with a free plan is Placino. The lowest first paid tier on this page is Salesforce Data 360 at $20/mo.
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 data clean room software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
2 of the 21 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 1 | Amazon Marketing CloudWeb · API | Two bars | — | 1 of 6 | Free | 6.4 | |
| 2 | PlacinoWeb · API | Two bars | — | 1 of 6 | Free | 6.4 | |
| 3 | AppsFlyer Data Clean RoomWeb · Android · iPhone · API | Two bars | — | — | 3 of 6 | — | 5.6 |
| 4 | BigQuery Data Clean RoomsWeb · API | One bar | — | — | 1 of 6 | — | 5.5 |
| 5 | Aggregion DataLabs & CleanRoomWeb · Self-hosted · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 6 | BeeKeeperAI (EscrowAI)Web · Self-hosted | One bar | — | — | 1 of 6 | — | 5.4 |
| 7 | Decentriq Data Clean RoomsWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 8 | InfoSum Data Clean RoomWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 9 | IntegralWeb · Self-hosted | One bar | — | — | 1 of 6 | — | 5.4 |
| 10 | Optable CollaborateWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 11 | INDICO DataHub 2No platforms listed | One bar | — | — | 0 of 6 | $79/mo | 5.3 |
| 12 | Adobe Real-Time CDPWeb | One bar | — | — | 1 of 6 | — | 5.2 |
| 13 | Anjuna NorthstarSelf-hosted | One bar | — | — | 0 of 6 | — | 5.2 |
| 14 | PermutiveWeb · Android · iPhone | Two bars | — | — | 3 of 6 | — | 5.2 |
| 15 | Snowflake CoCoWeb · Windows · Mac · Linux · API | Two bars | — | — | 4 of 6 | — | 5.2 |
| 16 | Vendia Distributed Data Clean RoomsWeb | No signal | — | — | 1 of 6 | — | 5.1 |
| 17 | AWS Clean RoomsWeb · API | One bar | — | — | 1 of 6 | — | 5.0 |
| 18 | LiveRamp Clean RoomWeb · API | One bar | — | — | 1 of 6 | $1666.67/mo | 5.0 |
| 19 | Salesforce Data 360Web · API | No signal | — | — | 1 of 6 | $20/mo | 4.8 |
| 20 | JetStreamNo platforms listed | No signal | — | — | 0 of 6 | — | 4.7 |
| 21 | mediarithmicsWeb | No signal | — | — | 1 of 6 | — | 4.7 |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data clean room software is ranked first on Freedom251?
Amazon Marketing Cloud is ranked #1 of 21 with a score of 6.4. Placino is second and AppsFlyer Data Clean Room third.
How many of these have a free plan?
2 of the 21 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Salesforce Data 360 has the lowest first paid tier we found: $20/mo.
How is this list ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.