# Monte Carlo alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 182 of the 252 answers in the 1 category where Monte Carlo 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/it/vendors/monte-carlo/alternatives

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

- Metaplane: 41
- Soda: 22
- Elementary: 7
- Informatica Data Quality: 6
- Insycle: 6
- Great Expectations: 5

## Data quality and observability

**Small business**: 78 of 84 answers did not name Monte Carlo (Monte Carlo is #5 of 11 at 3%).

- Metaplane: first choice in 33 of those 78
- Soda: first choice in 18 of those 78
- Insycle: first choice in 6 of those 78
- Elementary: first choice in 5 of those 78
- Elementary Data: first choice in 4 of those 78
- Great Expectations: first choice in 3 of those 78
- HubSpot Data Hub: first choice in 3 of those 78
- Melissa Data Quality Suite: first choice in 3 of those 78

**Mid-market**: 60 of 84 answers did not name Monte Carlo (Monte Carlo is #2 of 14 at 12%).

- Metaplane: first choice in 8 of those 60
- Soda: first choice in 4 of those 60
- Soda Core: first choice in 3 of those 60
- Bigeye: first choice in 2 of those 60
- Elementary: first choice in 2 of those 60
- Elementary OSS: first choice in 2 of those 60
- Grafana Cloud: first choice in 2 of those 60
- Great Expectations: first choice in 2 of those 60

**Enterprise**: 44 of 84 answers did not name Monte Carlo (Monte Carlo is #1 of 15 at 43%).

- Informatica Data Quality: first choice in 6 of those 44
- groundcover: first choice in 4 of those 44
- Informatica Intelligent Data Management Cloud: first choice in 3 of those 44
- Prizm: first choice in 2 of those 44
- Acceldata: first choice in 1 of those 44
- Ataccama ONE: first choice in 1 of those 44
- Coralogix: first choice in 1 of those 44
- Datadog Data Observability: first choice in 1 of those 44

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