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

Gane Index, November 2026 Edition. 215 of the 252 answers in the 1 category where Databricks 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/databricks-clean-rooms/alternatives

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

- Snowflake Data Clean Rooms: 42
- AWS Clean Rooms: 25
- Amazon Marketing Cloud: 17
- Google Ads Data Hub: 17
- Crossbeam: 14
- Decentriq: 8

## Data clean rooms

**Small business**: 81 of 84 answers did not name Databricks Clean Rooms (Databricks Clean Rooms is #13 of 13 at 0%).

- AWS Clean Rooms: first choice in 16 of those 81
- Crossbeam: first choice in 12 of those 81
- Google Ads Data Hub: first choice in 8 of those 81
- Snowflake Data Clean Rooms: first choice in 8 of those 81
- Amazon Marketing Cloud: first choice in 7 of those 81
- Decentriq: first choice in 3 of those 81
- Meta Advanced Analytics: first choice in 3 of those 81
- AppsFlyer: first choice in 2 of those 81

**Mid-market**: 70 of 84 answers did not name Databricks Clean Rooms (Databricks Clean Rooms is #6 of 11 at 3%).

- Snowflake Data Clean Rooms: first choice in 15 of those 70
- Amazon Marketing Cloud: first choice in 10 of those 70
- Google Ads Data Hub: first choice in 9 of those 70
- AWS Clean Rooms: first choice in 7 of those 70
- InfoSum: first choice in 3 of those 70
- LiveRamp Clean Room: first choice in 3 of those 70
- Meta Advanced Analytics: first choice in 3 of those 70
- Crossbeam: first choice in 2 of those 70

**Enterprise**: 64 of 84 answers did not name Databricks Clean Rooms (Databricks Clean Rooms is #5 of 11 at 6%).

- Snowflake Data Clean Rooms: first choice in 19 of those 64
- Decentriq: first choice in 5 of those 64
- InfoSum: first choice in 3 of those 64
- AWS Clean Rooms: first choice in 2 of those 64
- Google BigQuery Data Clean Rooms: first choice in 2 of those 64
- LiveRamp Clean Room: first choice in 2 of those 64
- Microsoft Teams: first choice in 2 of those 64
- DataMoon Clean Room: first choice in 1 of those 64

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