# Stella: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/stella

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 77 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Stella, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- vexpower.com: 5
- vezadigital.com: 4
- admetrics.io: 3
- sellforte.com: 3
- usermaven.com: 3
- aboutmartech.com: 2
- business.adobe.com: 2
- factors.ai: 2
- getkard.com: 2
- kontrolmedia.com: 2

### Pages cited

- https://vexpower.com/mmm/marketing-mix-modeling-software: 5
- https://vezadigital.com/post/marketing-attribution-tools: 4
- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 3
- https://aboutmartech.com/blog/marketing-attribution-companies: 2
- https://factors.ai/blog/top-marketing-attribution-tools: 2
- https://getkard.com/blog/which-way-did-the-sale-actually-go-a-retail-qsr-guide-to-marketing-attribution-models: 2
- https://kontrolmedia.com/best-marketing-mix-modeling-tools: 2
- https://mammoth.io/blog/marketing-attribution-software: 2

## The company

Stella Growth Intelligence; https://www.stellaheystella.com; United States. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.