# Lemwarm standalone: 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/lemwarm-standalone

## 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% | 119 | 100% | 1 |

## And against it

- "Lemwarm standalone - Users report disappointment with results; expensive without the bundled Lemlist platform" (MiniMax M2.5, Email deliverability)

## 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 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 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 Lemwarm standalone, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- cufinder.io: 1
- customer.io: 1
- emailchaser.com: 1
- folderly.com: 1
- gigradar.io: 1
- hunter.io: 1
- lemwarm.com: 1
- loops.so: 1
- mailercheck.com: 1
- mailreach.co: 1

### Pages cited

- https://cufinder.io/blog/wiki/marketing-metrics/email-warmup: 1
- https://customer.io/learn/deliverability/email-deliverability-guide: 1
- https://emailchaser.com/learn/does-email-warm-up-work: 1
- https://folderly.com/blog/email-warmup-vs-email-deliverability: 1
- https://gigradar.io/blog/email-warmup-tool: 1
- https://hunter.io/blog/email-deliverability: 1
- https://lemwarm.com/: 1
- https://loops.so/resources/best-email-deliverability-tools: 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.