AWS Clean Rooms alternatives
8 alternatives to AWS Clean Rooms in Best Data Clean Rooms for Publishers, independently scored — 5 mid-market, 8 enterprise.
AWS Clean Rooms scores 2.5/5 in this benchmark. Last verified Nov 11, 2026 · No vendor payments.
| Compare | Tool | Score | Best for | |||
|---|---|---|---|---|---|---|
| Strong Choice 2 | ||||||
LiveRamp Connect every signal, platform, and agent to power and prove intelligent marketing. | 3.8 | Mid-market, Enterprise | ||||
Permutive Publisher cohorts built on-device | 3.8 | Mid-market, Enterprise | ||||
| Fair Fit 1 | ||||||
Optable Publisher-first clean room and identity platform | 3.5 | Mid-market, Enterprise | ||||
| Limited 5 | ||||||
 Amazon Marketing Cloud Amazon Ads clean room for advertiser measurement and audiences | 2.5 | Mid-market, Enterprise | ||||
Decentriq Confidential-computing clean room | 3.0 | Enterprise | ||||
Google Ads Data Hub Google's clean room for ad measurement across Google media | 2.8 | Enterprise | ||||
InfoSum Decentralised clean room with no data movement | 3.1 | Mid-market, Enterprise | ||||
Snowflake Data Clean Rooms Data cloud clean rooms plus audience activation | 3.2 | Enterprise | ||||
No tools for this publisher size.
| Compare | Tool | Score | Best for | |||
|---|---|---|---|---|---|---|
| Strong Choice 2 | ||||||
LiveRamp Connect every signal, platform, and agent to power and prove intelligent marketing. | 3.8 | Mid-market, Enterprise | ||||
Permutive Publisher cohorts built on-device | 3.8 | Mid-market, Enterprise | ||||
| Fair Fit 1 | ||||||
Optable Publisher-first clean room and identity platform | 3.5 | Mid-market, Enterprise | ||||
| Limited 2 | ||||||
Amazon Marketing Cloud Amazon Ads clean room for advertiser measurement and audiences | 2.5 | Mid-market, Enterprise | ||||
InfoSum Decentralised clean room with no data movement | 3.1 | Mid-market, Enterprise | ||||
| Compare | Tool | Score | Best for | |||
|---|---|---|---|---|---|---|
| Strong Choice 2 | ||||||
LiveRamp Connect every signal, platform, and agent to power and prove intelligent marketing. | 3.8 | Mid-market, Enterprise | ||||
Permutive Publisher cohorts built on-device | 3.8 | Mid-market, Enterprise | ||||
| Fair Fit 1 | ||||||
Optable Publisher-first clean room and identity platform | 3.5 | Mid-market, Enterprise | ||||
| Limited 5 | ||||||
Amazon Marketing Cloud Amazon Ads clean room for advertiser measurement and audiences | 2.5 | Mid-market, Enterprise | ||||
Decentriq Confidential-computing clean room | 3.0 | Enterprise | ||||
Google Ads Data Hub Google's clean room for ad measurement across Google media | 2.8 | Enterprise | ||||
InfoSum Decentralised clean room with no data movement | 3.1 | Mid-market, Enterprise | ||||
Snowflake Data Clean Rooms Data cloud clean rooms plus audience activation | 3.2 | Enterprise | ||||
Before you switch — what AWS Clean Rooms does well
Strengths
- Strong privacy controls with auditable analysis logs
- Flexible analysis with SQL, PySpark or custom ML
- Published pay-as-you-go pricing
And where it was marked down
- Requires AWS expertise and configuration
- No publisher-specific features or reporting out of the box
- Costs across compute, ML and matching are hard to forecast; no free tier
Common questions
What is the best alternative to AWS Clean Rooms?
There is no single best one. The 8 tools below are grouped by editorial tier and listed A to Z inside each tier. 7 score above AWS Clean Rooms's 2.5/5 and 1 below it. Which suits you depends on your publication's size, revenue model and vertical.
Why would a publisher move away from AWS Clean Rooms?
Our editors flagged: Requires AWS expertise and configuration; No publisher-specific features or reporting out of the box; Costs across compute, ML and matching are hard to forecast; no free tier. Whether those matter depends on your setup — many publishers run AWS Clean Rooms successfully despite them.
Are these alternatives ranked by paid placement?
No. Every tool here is grouped by editorial tier and listed A to Z within each tier — there is no position to buy. Scores are set by SODP's editorial team against each category's published criteria, and vendors cannot pay for inclusion, for a score, or for a position on this page.
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Where to next
Four questions, and a scored stack across every benchmark — not just Best Data Clean Rooms for Publishers
Every scored tool in Best Data Clean Rooms for Publishers, with the criteria behind each number
The full assessment, strengths and cost of ownership
