# Logsign: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/logsign

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SOAR platforms](https://www.gane.ai/index/it/security/soar-platforms/index.md) | 2% | 11 | 0% | 4 |

## What the models said for it

- "The best SOAR platform for a company with a limited budget is Logsign, which bundles SIEM and SOAR in one platform at mid-market economics." (Llama 4 Maverick, SOAR)
- "Logsign if you need integrated SIEM capabilities" (GLM 4.7 FlashX, SOAR)
- "Logsign offers budget SIEM+SOAR in one box." (Claude Haiku 4.5, SOAR)
- "best if SIEM and SOAR are both needed" (Perplexity Sonar, SOAR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 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 Logsign, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- cyberpress.org: 5
- aimultiple.com: 3
- cipherssecurity.com: 3
- comparitech.com: 3
- strike48.com: 3
- tracecat.com: 3
- cloudsek.com: 2
- csoonline.com: 2
- getapp.com: 2
- rankite.com: 2

### Pages cited

- https://cyberpress.org/soar-tools-by-use-case: 5
- https://aimultiple.com/top-soar-platforms: 3
- https://cipherssecurity.com/best-soar-platforms-in-2026: 3
- https://comparitech.com/net-admin/best-soar-software: 3
- https://tracecat.com/alternatives/best-soar-platforms: 3
- https://cloudsek.com/knowledge-base/best-soar-platforms: 2
- https://csoonline.com/article/3622920/soar-buyers-guide-11-security-orchestration-automation-and-response-products-and-how-to-choose.html: 2
- https://rankite.com/blog/best-soar-platforms: 2

## Record

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