# Ataccama ONE alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 450 of the 504 answers in the 2 categories where Ataccama ONE 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/ataccama-one/alternatives

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

- Metaplane: 49
- Profisee MDM: 41
- Monte Carlo: 37
- Informatica MDM: 36
- Pimcore: 26
- Soda: 26

## Data quality and observability

**Small business**: 83 of 84 answers did not name Ataccama ONE.

- Metaplane: first choice in 37 of those 83
- Soda: first choice in 21 of those 83
- Insycle: first choice in 6 of those 83
- Elementary: first choice in 5 of those 83
- Elementary Data: first choice in 4 of those 83
- Great Expectations: first choice in 3 of those 83
- HubSpot Data Hub: first choice in 3 of those 83
- Melissa Data Quality Suite: first choice in 2 of those 83

**Mid-market**: 77 of 84 answers did not name Ataccama ONE (Ataccama ONE is #8 of 14 at 4%).

- Metaplane: first choice in 12 of those 77
- Monte Carlo: first choice in 12 of those 77
- Soda: first choice in 5 of those 77
- Bigeye: first choice in 3 of those 77
- Soda Core: first choice in 3 of those 77
- Elementary: first choice in 2 of those 77
- Elementary OSS: first choice in 2 of those 77
- Grafana Cloud: first choice in 2 of those 77

**Enterprise**: 68 of 84 answers did not name Ataccama ONE (Ataccama ONE is #7 of 15 at 2%).

- Monte Carlo: first choice in 25 of those 68
- Acceldata: first choice in 5 of those 68
- groundcover: first choice in 4 of those 68
- Datadog Data Observability: first choice in 2 of those 68
- Informatica Intelligent Data Management Cloud: first choice in 2 of those 68
- Prizm: first choice in 2 of those 68
- Bigeye: first choice in 1 of those 68
- Coralogix: first choice in 1 of those 68

## Master data management

**Small business**: 70 of 84 answers did not name Ataccama ONE (Ataccama ONE is #5 of 15 at 2%).

- Profisee MDM: first choice in 16 of those 70
- Pimcore: first choice in 15 of those 70
- AtroCore MDM: first choice in 11 of those 70
- Semarchy xDM: first choice in 4 of those 70
- Pimcore Community Edition: first choice in 2 of those 70
- Plytix: first choice in 2 of those 70
- Aknowledge.io: first choice in 1 of those 70
- Insycle: first choice in 1 of those 70

**Mid-market**: 73 of 84 answers did not name Ataccama ONE (Ataccama ONE is #8 of 13 at 0%).

- Profisee MDM: first choice in 15 of those 73
- AtroCore MDM: first choice in 13 of those 73
- Pimcore: first choice in 11 of those 73
- Semarchy xDM: first choice in 7 of those 73
- Boomi MDM: first choice in 4 of those 73
- Informatica MDM: first choice in 3 of those 73
- Semarchy Data Platform: first choice in 2 of those 73
- Ataccama ONE MDM: first choice in 1 of those 73

**Enterprise**: 79 of 84 answers did not name Ataccama ONE (Ataccama ONE is #8 of 11 at 0%).

- Informatica MDM: first choice in 33 of those 79
- Profisee MDM: first choice in 10 of those 79
- Reltio Connected Data Platform: first choice in 8 of those 79
- Semarchy xDM: first choice in 4 of those 79
- Stibo Systems STEP: first choice in 4 of those 79
- IBM InfoSphere Master Data Management: first choice in 1 of those 79
- ManageEngine Mobile Device Manager Plus: first choice in 1 of those 79
- Omnissa: 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.