# Cygna Labs VitalQIP: 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/it/vendors/cygna-labs-vitalqip

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [DDI and IP address management](https://www.gane.ai/index/it/network/ddi-and-ipam/index.md) | 0% | 61 | 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 Cygna Labs VitalQIP, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- bestdevops.com: 1
- blog.domotz.com: 1
- cotocus.com: 1
- devopsconsulting.in: 1
- devopsschool.com: 1
- gartner.com: 1
- gitnux.org: 1
- guideflow.com: 1
- peerspot.com: 1
- rajeshkumar.xyz: 1

### Pages cited

- https://bestdevops.com/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 1
- https://blog.domotz.com/all/ipam-solutions: 1
- https://cotocus.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 1
- https://devopsconsulting.in/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-and-comparison: 1
- https://devopsschool.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 1
- https://gartner.com/reviews/market/dns-dhcp-and-ip-address-management-ddi: 1
- https://gitnux.org/best/ddi-software: 1
- https://guideflow.com/blog/dns-management-software: 1

## 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.