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

Gane Index, November 2026 Edition. 70 of the 252 answers in the 1 category where BigQuery 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/bigquery/alternatives

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

- Hightouch: 35
- Census: 15
- Snowflake: 12
- Fivetran: 1
- Integrate.io: 1
- Mozart Data: 1

## Data warehouse and reverse ETL for marketing

**Small business**: 16 of 84 answers did not name BigQuery (BigQuery is #1 of 18 at 44%).

- Hightouch: first choice in 5 of those 16
- Census: first choice in 2 of those 16
- Mozart Data: first choice in 1 of those 16
- Snowflake: first choice in 1 of those 16

**Mid-market**: 21 of 84 answers did not name BigQuery (BigQuery is #2 of 12 at 21%).

- Hightouch: first choice in 7 of those 21
- Census: first choice in 3 of those 21
- Fivetran: first choice in 1 of those 21
- RudderStack Reverse ETL: first choice in 1 of those 21
- Snowflake: first choice in 1 of those 21

**Enterprise**: 33 of 84 answers did not name BigQuery (BigQuery is #4 of 12 at 7%).

- Hightouch: first choice in 23 of those 33
- Census: first choice in 10 of those 33
- Snowflake: first choice in 10 of those 33
- Integrate.io: first choice in 1 of those 33
- Polytomic: first choice in 1 of those 33

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