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

Gane Index, November 2026 Edition. 237 of the 252 answers in the 1 category where OpenRefine 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/openrefine/alternatives

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

- Insycle: 76
- DemandTools: 45
- Dedupely: 22
- Cloudingo: 9
- ZoomInfo Operations: 7
- Informatica Data Quality: 5

## CRM data quality and deduplication

**Small business**: 77 of 84 answers did not name OpenRefine (OpenRefine is #10 of 11 at 0%).

- Insycle: first choice in 40 of those 77
- Dedupely: first choice in 15 of those 77
- DemandTools: first choice in 4 of those 77
- WinPure Clean & Match: first choice in 2 of those 77
- Cleanlist: first choice in 1 of those 77
- Clearout: first choice in 1 of those 77
- Cloudingo: first choice in 1 of those 77
- Findymail CRM Datacare: first choice in 1 of those 77

**Mid-market**: 76 of 84 answers did not name OpenRefine (OpenRefine is #7 of 13 at 2%).

- Insycle: first choice in 27 of those 76
- DemandTools: first choice in 7 of those 76
- Dedupely: first choice in 4 of those 76
- Cleanlist: first choice in 2 of those 76
- Cloudingo: first choice in 2 of those 76
- ZoomInfo: first choice in 2 of those 76
- ZoomInfo Operations: first choice in 2 of those 76
- Apollo.io: first choice in 1 of those 76

**Enterprise**: 84 of 84 answers did not name OpenRefine.

- DemandTools: first choice in 34 of those 84
- Insycle: first choice in 9 of those 84
- Cloudingo: first choice in 6 of those 84
- Informatica Data Quality: first choice in 5 of those 84
- ZoomInfo Operations: first choice in 5 of those 84
- Openprise: first choice in 4 of those 84
- Dedupely: first choice in 3 of those 84
- ZoomInfo: first choice in 2 of those 84

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