# Adobe Mix Modeler alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 239 of the 252 answers in the 1 category where Adobe Mix Modeler 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/adobe-mix-modeler/alternatives

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

- Dreamdata: 42
- Google Analytics 4: 26
- Rockerbox: 21
- Adobe Marketo Measure: 12
- Google Meridian: 11
- HubSpot Marketing Hub: 8

## Attribution and marketing mix modeling

**Small business**: 83 of 84 answers did not name Adobe Mix Modeler.

- Google Analytics 4: first choice in 19 of those 83
- Dreamdata: first choice in 17 of those 83
- HubSpot Marketing Hub: first choice in 8 of those 83
- Triple Whale: first choice in 7 of those 83
- Google Meridian: first choice in 6 of those 83
- Cometly: first choice in 4 of those 83
- Ruler Analytics: first choice in 4 of those 83
- Meta Robyn: first choice in 2 of those 83

**Mid-market**: 80 of 84 answers did not name Adobe Mix Modeler (Adobe Mix Modeler is #20 of 22 at 0%).

- Dreamdata: first choice in 18 of those 80
- Rockerbox: first choice in 8 of those 80
- Google Analytics 4: first choice in 7 of those 80
- Google Meridian: first choice in 5 of those 80
- Recast: first choice in 4 of those 80
- Measured: first choice in 3 of those 80
- Northbeam: first choice in 3 of those 80
- Mammoth Analytics: first choice in 2 of those 80

**Enterprise**: 76 of 84 answers did not name Adobe Mix Modeler (Adobe Mix Modeler is #11 of 16 at 0%).

- Rockerbox: first choice in 13 of those 76
- Adobe Marketo Measure: first choice in 12 of those 76
- Analytic Partners: first choice in 7 of those 76
- Dreamdata: first choice in 7 of those 76
- Measured: first choice in 5 of those 76
- CaliberMind: first choice in 3 of those 76
- HockeyStack: first choice in 3 of those 76
- Paramark: first choice in 3 of those 76

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