# Soda Core alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 242 of the 252 answers in the 1 category where Soda Core 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/soda-core/alternatives

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

- Monte Carlo: 48
- Metaplane: 47
- Soda: 26
- Acceldata: 8
- Informatica Data Quality: 7
- Insycle: 6

## Data quality and observability

**Small business**: 79 of 84 answers did not name Soda Core.

- Metaplane: first choice in 36 of those 79
- Soda: first choice in 21 of those 79
- Insycle: first choice in 6 of those 79
- Elementary: first choice in 4 of those 79
- Elementary Data: first choice in 3 of those 79
- Great Expectations: first choice in 3 of those 79
- HubSpot Data Hub: first choice in 3 of those 79
- Melissa Data Quality Suite: first choice in 3 of those 79

**Mid-market**: 79 of 84 answers did not name Soda Core (Soda Core is #4 of 14 at 6%).

- Monte Carlo: first choice in 16 of those 79
- Metaplane: first choice in 11 of those 79
- Soda: first choice in 5 of those 79
- Bigeye: first choice in 4 of those 79
- Acceldata: first choice in 3 of those 79
- Ataccama ONE: first choice in 3 of those 79
- Elementary OSS: first choice in 2 of those 79
- Grafana Cloud: first choice in 2 of those 79

**Enterprise**: 84 of 84 answers did not name Soda Core.

- Monte Carlo: first choice in 32 of those 84
- Informatica Data Quality: first choice in 7 of those 84
- Acceldata: first choice in 5 of those 84
- Informatica Intelligent Data Management Cloud: first choice in 4 of those 84
- groundcover: first choice in 4 of those 84
- Datadog Data Observability: first choice in 2 of those 84
- Prizm: first choice in 2 of those 84
- Ataccama ONE: first choice in 1 of those 84

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