# Valimail: 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/valimail

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Email deliverability and testing tools](https://www.gane.ai/index/gtm/marketing/email-deliverability-and-testing/index.md) | 0% | 75 | 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 | 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 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Valimail, from 3 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- emailtooltester.com: 3
- amplemarket.com: 2
- mailtrap.io: 2
- allegrow.co: 1
- automailer.io: 1
- blog.hubspot.com: 1
- blog.mxtoolbox.com: 1
- dev.to: 1
- easydmarc.com: 1
- folderly.com: 1

### Pages cited

- https://amplemarket.com/blog/best-email-deliverability-tools: 2
- https://emailtooltester.com/en/blog/best-email-deliverability-tools: 2
- https://allegrow.co/knowledge-base/email-deliverability-tools: 1
- https://automailer.io/pricing: 1
- https://blog.hubspot.com/marketing/advanced-email-marketing-challenges: 1
- https://blog.mxtoolbox.com/2026/10/02/why-email-deliverability-tools-fail-businesses: 1
- https://blog.mxtoolbox.com/tag/email-deliverability: 1
- https://blog.mxtoolbox.com/tag/email-delivery: 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.