# Elvin: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [In-app messaging and customer communications](https://www.gane.ai/index/gtm/customer/in-app-messaging-and-customer-communications/index.md) | 0% | 77 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| 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 Elvin, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- appswerecommend.com: 1
- en.wikipedia.org: 1
- explodingtopics.com: 1
- gleap.ai: 1
- guideflow.com: 1
- productfruits.com: 1
- sales-leads-crm.com: 1
- twixor.ai: 1
- userpilot.com: 1

### Pages cited

- https://appswerecommend.com/best-messaging-apps: 1
- https://en.wikipedia.org/wiki/WhatsApp: 1
- https://explodingtopics.com/blog/messaging-apps-stats: 1
- https://gleap.ai/blog/best-in-app-messaging-tools-saas-2026: 1
- https://guideflow.com/blog/in-app-messaging-software: 1
- https://productfruits.com/blog/best-in-app-messaging-platforms: 1
- https://sales-leads-crm.com/blog/best-in-app-messaging-platforms: 1
- https://twixor.ai/blog/in-app-messaging-software: 1

## 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.