# Anomalo alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 228 of the 252 answers in the 1 category where Anomalo holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/anomalo/alternatives/

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

- Metaplane: 48
- Monte Carlo: 27
- Soda: 20
- Cleanlist: 10
- Elementary: 8
- Insycle: 8

## Data quality and observability

**Small business**: 80 of 84 answers did not name Anomalo (Anomalo is #10 of 11 at 0%).

- Metaplane: first choice in 29 of those 80
- Soda: first choice in 12 of those 80
- Elementary: first choice in 6 of those 80
- Soda Core: first choice in 6 of those 80
- Great Expectations: first choice in 5 of those 80
- Cleanlist: first choice in 4 of those 80
- Decube: first choice in 4 of those 80
- Insycle: first choice in 4 of those 80

**Mid-market**: 76 of 84 answers did not name Anomalo (Anomalo is #7 of 9 at 0%).

- Metaplane: first choice in 19 of those 76
- Cleanlist: first choice in 6 of those 76
- Soda: first choice in 6 of those 76
- Monte Carlo: first choice in 5 of those 76
- Insycle: first choice in 4 of those 76
- Bigeye: first choice in 3 of those 76
- Grafana Cloud: first choice in 3 of those 76
- Elementary: first choice in 2 of those 76

**Enterprise**: 72 of 84 answers did not name Anomalo (Anomalo is #8 of 12 at 2%).

- Monte Carlo: first choice in 22 of those 72
- Acceldata: first choice in 5 of those 72
- Informatica Intelligent Data Management Cloud: first choice in 5 of those 72
- Ataccama ONE: first choice in 4 of those 72
- Informatica Data Quality: first choice in 4 of those 72
- Bigeye: first choice in 3 of those 72
- Sifflet: first choice in 2 of those 72
- Soda: first choice in 2 of those 72

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