# Zoho Analytics alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 222 of the 252 answers in the 1 category where Zoho Analytics 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/zoho-analytics/alternatives

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

- Metabase: 34
- Sisense: 32
- Luzmo: 16
- Embeddable: 9
- Microsoft Power BI Embedded: 8
- Qrvey: 7

## Embedded analytics

**Small business**: 62 of 84 answers did not name Zoho Analytics (Zoho Analytics is #2 of 13 at 15%).

- Metabase: first choice in 22 of those 62
- Luzmo: first choice in 7 of those 62
- Draxlr: first choice in 6 of those 62
- Bold BI: first choice in 2 of those 62
- Explo: first choice in 2 of those 62
- Lightdash: first choice in 2 of those 62
- Reveal: first choice in 2 of those 62
- Apache Superset: first choice in 1 of those 62

**Mid-market**: 76 of 84 answers did not name Zoho Analytics (Zoho Analytics is #7 of 15 at 2%).

- Metabase: first choice in 12 of those 76
- Sisense: first choice in 10 of those 76
- Luzmo: first choice in 9 of those 76
- Qrvey: first choice in 4 of those 76
- Microsoft Power BI Embedded: first choice in 3 of those 76
- Cube: first choice in 2 of those 76
- Embeddable: first choice in 2 of those 76
- ThoughtSpot Embedded: first choice in 2 of those 76

**Enterprise**: 84 of 84 answers did not name Zoho Analytics.

- Sisense: first choice in 22 of those 84
- Embeddable: first choice in 7 of those 84
- GoodData: first choice in 5 of those 84
- Looker: first choice in 5 of those 84
- Microsoft Power BI Embedded: first choice in 5 of those 84
- Power BI Embedded: first choice in 4 of those 84
- Qrvey: first choice in 3 of those 84
- MicroStrategy: 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.