# Habu alternatives: what AI models name instead, October 2026

GTM AI Recommendation Index, October 2026 Edition. 231 of the 252 answers in the 1 category where Habu holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://gtm-ai-index.com/vendors/habu/alternatives/

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

- Snowflake Data Clean Rooms: 42
- AWS Clean Rooms: 38
- Amazon Marketing Cloud: 15
- Google Ads Data Hub: 14
- Crossbeam: 13
- InfoSum: 9

## Data clean rooms

**Small business**: 79 of 84 answers did not name Habu (Habu is #12 of 12 at 0%).

- AWS Clean Rooms: first choice in 21 of those 79
- Snowflake Data Clean Rooms: first choice in 9 of those 79
- Crossbeam: first choice in 8 of those 79
- Google Ads Data Hub: first choice in 8 of those 79
- Amazon Marketing Cloud: first choice in 7 of those 79
- Google BigQuery Data Clean Rooms: first choice in 3 of those 79
- Google Cloud BigQuery Data Clean Rooms: first choice in 3 of those 79
- Amazon AMC: first choice in 1 of those 79

**Mid-market**: 74 of 84 answers did not name Habu (Habu is #8 of 10 at 2%).

- Snowflake Data Clean Rooms: first choice in 15 of those 74
- AWS Clean Rooms: first choice in 10 of those 74
- Amazon Marketing Cloud: first choice in 8 of those 74
- Google Ads Data Hub: first choice in 6 of those 74
- InfoSum: first choice in 4 of those 74
- LiveRamp Clean Room: first choice in 3 of those 74
- Databricks Clean Rooms: first choice in 2 of those 74
- Decentriq: first choice in 2 of those 74

**Enterprise**: 78 of 84 answers did not name Habu (Habu is #6 of 9 at 2%).

- Snowflake Data Clean Rooms: first choice in 18 of those 78
- AWS Clean Rooms: first choice in 7 of those 78
- Crossbeam: first choice in 5 of those 78
- InfoSum: first choice in 5 of those 78
- LiveRamp Clean Room: first choice in 5 of those 78
- Decentriq: first choice in 4 of those 78
- Databricks Data Clean Rooms: first choice in 1 of those 78
- IBM Sterling Data Exchange: first choice in 1 of those 78

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