# NetBrain: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/netbrain

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Network monitoring and management](https://www.gane.ai/index/it/network/network-monitoring-and-management/index.md) | 0% | 70 | 33% | 3 |

## What the models said for it

- "If your network is complex (hybrid, multi-vendor) ... NetBrain is the modern choice." (GLM 4.7 FlashX, Network monitoring)

## And against it

- "Avoid buying a highly complex orchestration platform such as Itential, Cisco NSO, or NetBrain" (Perplexity Sonar, Network monitoring)

## 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 | 1 | 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 | 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named NetBrain, from 6 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 5
- sourceforge.net: 4
- brainboard.co: 3
- capterra.com: 3
- guideflow.com: 3
- peerspot.com: 3
- auvik.com: 2
- blog.domotz.com: 2
- g2.com: 2
- itential.com: 2

### Pages cited

- https://softwareadvice.com/network-management: 5
- https://brainboard.co/blog/best-network-automation-platforms-in-2026: 3
- https://capterra.com/network-management-software: 3
- https://guideflow.com/blog/network-automation-software: 3
- https://peerspot.com/categories/network-automation: 3
- https://sourceforge.net/software/network-management: 3
- https://guideflow.com/blog/network-management-tools: 2
- https://itential.com/resource/guide/network-automation-tools-landscape: 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.