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

Gane Index, November 2026 Edition. 176 of the 252 answers in the 1 category where Metaplane 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/metaplane/alternatives

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

- Monte Carlo: 40
- Soda: 9
- Acceldata: 8
- Informatica Data Quality: 7
- Insycle: 5
- Informatica Intelligent Data Management Cloud: 4

## Data quality and observability

**Small business**: 37 of 84 answers did not name Metaplane (Metaplane is #1 of 11 at 40%).

- Insycle: first choice in 5 of those 37
- Soda: first choice in 5 of those 37
- Great Expectations: first choice in 3 of those 37
- HubSpot Data Hub: first choice in 3 of those 37
- Elementary: first choice in 2 of those 37
- Melissa Data Quality Suite: first choice in 2 of those 37
- DataOps TestGen: first choice in 1 of those 37
- Grafana Cloud: first choice in 1 of those 37

**Mid-market**: 60 of 84 answers did not name Metaplane (Metaplane is #1 of 14 at 23%).

- Monte Carlo: first choice in 11 of those 60
- Soda: first choice in 4 of those 60
- Acceldata: first choice in 3 of those 60
- Ataccama ONE: first choice in 2 of those 60
- ZoomInfo OperationsOS: first choice in 2 of those 60
- Apollo.io: first choice in 1 of those 60
- Bigeye: first choice in 1 of those 60
- Databricks: first choice in 1 of those 60

**Enterprise**: 79 of 84 answers did not name Metaplane (Metaplane is #15 of 15 at 0%).

- Monte Carlo: first choice in 29 of those 79
- Informatica Data Quality: first choice in 7 of those 79
- Acceldata: first choice in 5 of those 79
- Informatica Intelligent Data Management Cloud: first choice in 4 of those 79
- groundcover: first choice in 3 of those 79
- Datadog Data Observability: first choice in 2 of those 79
- Prizm: first choice in 2 of those 79
- Ataccama ONE: first choice in 1 of those 79

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