Best Data Clean Room Software in 2026
Updated
In short: Snowflake CoCo is ranked #1 of 21 as of 4 October 2026, ahead of Placino and Amazon Marketing Cloud. 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.
Collaborative data analysis calls for attention to both privacy safeguards and the controls around outputs. Compare privacy-safe matching with output controls, then look at native connectors and SQL analysis for the workflows you have in mind. Audit logs and deployment are additional criteria; free-plan availability and paid-from pricing help frame access and cost. The ranking covers 21 products, beginning with Snowflake CoCo, Placino, and Amazon Marketing Cloud. AppsFlyer Data Clean Room and BigQuery Data Clean Rooms are also among the opening entries. Use the criteria to focus on how each option may fit your intended analysis and data environment.
21 data clean room software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Compare all 21 in a table
| # | Tool | Score | Free plan | From | Free plan | Paid from | Privacy-safe matching | SQL analysis |
|---|---|---|---|---|---|---|---|---|
| 1 | Snowflake CoCo | 7.3 | No | — | — | — | — | — |
| 2 | Placino | 7.0 | Free plan | Free | Yes | — | Yes | Yes |
| 3 | Amazon Marketing Cloud | 6.9 | Free plan | Free | Yes | — | Yes | Yes |
| 4 | AppsFlyer Data Clean Room | 6.8 | No | — | — | — | Yes | Yes |
| 5 | BigQuery Data Clean Rooms | 6.7 | No | — | — | — | Yes | Yes |
| 6 | Permutive | 6.7 | No | — | — | — | — | — |
| 7 | Decentriq Data Clean Rooms | 6.6 | No | — | — | — | Yes | Yes |
| 8 | INDICO DataHub 2 | 6.6 | No | $79/mo | — | — | Yes | — |
| 9 | InfoSum Data Clean Room | 6.6 | No | — | — | — | Yes | No |
| 10 | BeeKeeperAI (EscrowAI) | 6.4 | No | — | — | — | Yes | — |
| 11 | Optable Collaborate | 6.4 | No | — | — | — | Yes | — |
| 12 | Aggregion DataLabs & CleanRoom | 6.3 | No | — | — | — | Yes | — |
| 13 | AWS Clean Rooms | 6.3 | No | — | No | — | Yes | Yes |
| 14 | Integral | 6.3 | No | — | — | — | — | — |
| 15 | LiveRamp Clean Room | 6.2 | No | $1666.67/mo | No | — | Yes | Yes |
| 16 | Adobe Real-Time CDP | 6.0 | No | — | — | — | — | — |
| 17 | Anjuna Northstar | 6.0 | No | — | — | — | Yes | — |
| 18 | Vendia Distributed Data Clean Rooms | 5.7 | No | — | — | — | Yes | — |
| 19 | JetStream | 5.5 | No | — | No | — | Yes | — |
| 20 | mediarithmics | 5.5 | No | — | No | — | Yes | — |
| 21 | Salesforce Data 360 | 4.7 | No | $20/mo | — | — | — | — |
Is your tool 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 Specifiction?
Snowflake CoCo is ranked #1 of 21 with a score of 7.3. Placino is second and Amazon Marketing Cloud 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 on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.