# AWS Clean Rooms alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 138 of the 252 answers in the 1 category where AWS Clean Rooms holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/gtm/vendors/aws-clean-rooms/alternatives

## Named instead, most often (every category and segment added)

- Snowflake Data Clean Rooms: 12
- Decentriq: 9
- Amazon Marketing Cloud: 5
- Google Ads Data Hub: 5
- InfoSum: 5
- LiveRamp Clean Room: 5

## Data clean rooms

**Small business**: 43 of 84 answers did not name AWS Clean Rooms (AWS Clean Rooms is #1 of 13 at 19%).

- Crossbeam: first choice in 3 of those 43
- Decentriq: first choice in 3 of those 43
- Google Ads Data Hub: first choice in 3 of those 43
- Amazon Marketing Cloud: first choice in 2 of those 43
- Habu: first choice in 2 of those 43
- LiveRamp Clean Room: first choice in 2 of those 43
- Meta Advanced Analytics: first choice in 2 of those 43
- Proton Drive for Business: first choice in 2 of those 43

**Mid-market**: 45 of 84 answers did not name AWS Clean Rooms (AWS Clean Rooms is #4 of 11 at 11%).

- Amazon Marketing Cloud: first choice in 3 of those 45
- Snowflake Data Clean Rooms: first choice in 3 of those 45
- Databricks Clean Rooms: first choice in 2 of those 45
- Google Ads Data Hub: first choice in 2 of those 45
- InfoSum: first choice in 2 of those 45
- LiveRamp Clean Room: first choice in 2 of those 45
- Meta Advanced Analytics: first choice in 2 of those 45
- Box: first choice in 1 of those 45

**Enterprise**: 50 of 84 answers did not name AWS Clean Rooms (AWS Clean Rooms is #3 of 11 at 6%).

- Snowflake Data Clean Rooms: first choice in 9 of those 50
- Decentriq: first choice in 6 of those 50
- InfoSum: first choice in 3 of those 50
- DataMoon Clean Room: first choice in 1 of those 50
- Databricks Clean Rooms: first choice in 1 of those 50
- Google BigQuery Data Clean Rooms: first choice in 1 of those 50
- LiveRamp Clean Room: first choice in 1 of those 50
- Microsoft 365: first choice in 1 of those 50

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.