# UTMStack: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/utmstack

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 114 | 0% | 1 |
| [SIEM platforms](https://www.gane.ai/index/it/security/siem-platforms/index.md) | 0% | 48 | 0% | 1 |

## What the models said for it

- "UTMStack is another low-cost/open-source choice with paid support if you need it" (GPT-5.4 mini, AI security)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 UTMStack, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 9
- utmstack.com: 9 (its own site)
- techrepublic.com: 7
- capterra.com: 5
- logmanager.com: 3
- reddit.com: 3
- gane.ai/index: 2
- nohack.net: 2
- sentinelone.com: 2
- spotsaas.com: 2

### Pages cited

- https://softwareadvice.com/siem/small-business: 9
- https://utmstack.com/siem-for-small-business: 9
- https://techrepublic.com/article/siem-tools: 7
- https://capterra.com/siem-software/s/small-businesses: 5
- https://logmanager.com/blog/siem-for-small-businesses: 3
- https://www.gane.ai/index/it/security/siem-platforms/smb: 2
- https://reddit.com/r/cybersecurity/comments/1b80zza/best_siem_solution_for_small_company/ktm36k8: 2
- https://sentinelone.com/cybersecurity-101/data-and-ai/siem-for-small-business: 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.