Best Data Clean Room Software in 2026
Updated
In short: AppsFlyer Data Clean Room is ranked #1 of 20 as of 4 October 2026, ahead of Placino and BigQuery Data Clean Rooms. 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.
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.
20 data clean room software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Recognised 40% · Phone app 26% · Documented 20% · Free plan 14% of the score
- 1 AppsFlyer Data Clean Room iPhone + Android RecognisedPhone appDocumentedFree plan 8.2 Privacy-safe matching: YesSQL analysis: YesOutput controls: aggregated
- 2 Placino No phone app RecognisedPhone appDocumentedFree plan 7.9Free Privacy-safe matching: YesSQL analysis: YesOutput controls: aggregated
- 3 BigQuery Data Clean Rooms No phone app RecognisedPhone appDocumentedFree plan 7.5 Privacy-safe matching: YesSQL analysis: YesOutput controls: both
- 4 LiveRamp Clean Room No phone app RecognisedPhone appDocumentedFree plan 7.4$1666.67/mo Privacy-safe matching: YesSQL analysis: YesOutput controls: both
- 5 Amazon Marketing Cloud No phone app RecognisedPhone appDocumentedFree plan 7.4Free Privacy-safe matching: YesSQL analysis: YesOutput controls: aggregated
- 6 AWS Clean Rooms No phone app RecognisedPhone appDocumentedFree plan 7.2 Privacy-safe matching: YesSQL analysis: YesOutput controls: both
- 7 Decentriq Data Clean Rooms No phone app RecognisedPhone appDocumentedFree plan 7.2 Privacy-safe matching: YesSQL analysis: YesOutput controls: both
- 8 InfoSum Data Clean Room No phone app RecognisedPhone appDocumentedFree plan 7.1 Privacy-safe matching: YesSQL analysis: NoOutput controls: both
- 9 Permutive iPhone + Android RecognisedPhone appDocumentedFree plan 7.1
- 10 Optable Collaborate No phone app RecognisedPhone appDocumentedFree plan 6.7 Privacy-safe matching: Yes
- 11 BeeKeeperAI (EscrowAI) No phone app RecognisedPhone appDocumentedFree plan 6.5 Privacy-safe matching: Yes
- 12 Aggregion DataLabs & CleanRoom No phone app RecognisedPhone appDocumentedFree plan 6.3 Privacy-safe matching: Yes
- 13 Anjuna Northstar No phone app RecognisedPhone appDocumentedFree plan 6.0 Privacy-safe matching: Yes
- 14 Integral No phone app RecognisedPhone appDocumentedFree plan 6.0
- 15 Vendia Distributed Data Clean Rooms No phone app RecognisedPhone appDocumentedFree plan 5.8 Privacy-safe matching: Yes
- 16 INDICO DataHub 2 No phone app RecognisedPhone appDocumentedFree plan 5.6$79/mo Privacy-safe matching: Yes
- 17 JetStream No phone app RecognisedPhone appDocumentedFree plan 5.3 Privacy-safe matching: Yes
- 18 Adobe Real-Time CDP No phone app RecognisedPhone appDocumentedFree plan 5.2
- 19 mediarithmics No phone app RecognisedPhone appDocumentedFree plan 5.1 Privacy-safe matching: Yes
- 20 Salesforce Data 360 No phone app RecognisedPhone appDocumentedFree plan 4.4$20/mo
Compare all 20 in a table
| # | App | Score | Free plan | From | Free plan | Paid from | Privacy-safe matching | SQL analysis |
|---|---|---|---|---|---|---|---|---|
| 1 | AppsFlyer Data Clean Room | 8.2 | No | — | — | — | Yes | Yes |
| 2 | Placino | 7.9 | Free plan | Free | Yes | — | Yes | Yes |
| 3 | BigQuery Data Clean Rooms | 7.5 | No | — | — | — | Yes | Yes |
| 4 | LiveRamp Clean Room | 7.4 | No | $1666.67/mo | No | — | Yes | Yes |
| 5 | Amazon Marketing Cloud | 7.4 | Free plan | Free | Yes | — | Yes | Yes |
| 6 | AWS Clean Rooms | 7.2 | No | — | No | — | Yes | Yes |
| 7 | Decentriq Data Clean Rooms | 7.2 | No | — | — | — | Yes | Yes |
| 8 | InfoSum Data Clean Room | 7.1 | No | — | — | — | Yes | No |
| 9 | Permutive | 7.1 | No | — | — | — | — | — |
| 10 | Optable Collaborate | 6.7 | No | — | — | — | Yes | — |
| 11 | BeeKeeperAI (EscrowAI) | 6.5 | No | — | — | — | Yes | — |
| 12 | Aggregion DataLabs & CleanRoom | 6.3 | No | — | — | — | Yes | — |
| 13 | Anjuna Northstar | 6.0 | No | — | — | — | Yes | — |
| 14 | Integral | 6.0 | No | — | — | — | — | — |
| 15 | Vendia Distributed Data Clean Rooms | 5.8 | No | — | — | — | Yes | — |
| 16 | INDICO DataHub 2 | 5.6 | No | $79/mo | — | — | Yes | — |
| 17 | JetStream | 5.3 | No | — | No | — | Yes | — |
| 18 | Adobe Real-Time CDP | 5.2 | No | — | — | — | — | — |
| 19 | mediarithmics | 5.1 | No | — | No | — | Yes | — |
| 20 | Salesforce Data 360 | 4.4 | No | $20/mo | — | — | — | — |
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 Samsung Mobile US Press?
AppsFlyer Data Clean Room is ranked #1 of 20 with a score of 8.2. Placino is second and BigQuery Data Clean Rooms third.
How many of these have a free plan?
2 of the 20 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.