# InfoSum alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 203 of the 252 answers in the 1 category where InfoSum 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/infosum/alternatives

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

- Snowflake Data Clean Rooms: 36
- AWS Clean Rooms: 24
- Amazon Marketing Cloud: 18
- Google Ads Data Hub: 18
- Crossbeam: 16
- Decentriq: 8

## Data clean rooms

**Small business**: 77 of 84 answers did not name InfoSum (InfoSum is #12 of 13 at 0%).

- AWS Clean Rooms: first choice in 16 of those 77
- Crossbeam: first choice in 14 of those 77
- Google Ads Data Hub: first choice in 8 of those 77
- Amazon Marketing Cloud: first choice in 7 of those 77
- Snowflake Data Clean Rooms: first choice in 4 of those 77
- Decentriq: first choice in 3 of those 77
- Meta Advanced Analytics: first choice in 3 of those 77
- Google BigQuery Data Clean Rooms: first choice in 2 of those 77

**Mid-market**: 66 of 84 answers did not name InfoSum (InfoSum is #7 of 11 at 3%).

- Snowflake Data Clean Rooms: first choice in 13 of those 66
- Amazon Marketing Cloud: first choice in 11 of those 66
- Google Ads Data Hub: first choice in 10 of those 66
- AWS Clean Rooms: first choice in 6 of those 66
- Meta Advanced Analytics: first choice in 3 of those 66
- Crossbeam: first choice in 2 of those 66
- LiveRamp Clean Room: first choice in 2 of those 66
- BigQuery Data Clean Rooms: first choice in 1 of those 66

**Enterprise**: 60 of 84 answers did not name InfoSum (InfoSum is #4 of 11 at 6%).

- Snowflake Data Clean Rooms: first choice in 19 of those 60
- Decentriq: first choice in 5 of those 60
- AWS Clean Rooms: first choice in 2 of those 60
- Databricks Clean Rooms: first choice in 2 of those 60
- Microsoft Teams: first choice in 2 of those 60
- DataMoon Clean Room: first choice in 1 of those 60
- Google BigQuery Data Clean Rooms: first choice in 1 of those 60
- LiveRamp Clean Room: first choice in 1 of those 60

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