# Nautobot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/nautobot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data center infrastructure management](https://www.gane.ai/index/it/operations/data-center-infrastructure-management/index.md) | 0% | 18 | 0% | 4 |

## What the models said for it

- "Nautobot is a fork of NetBox with better enterprise extensibility and workflow support" (DeepSeek V4 Flash, DCIM)
- "Best for Automation-Focused Teams: Nautobot" (Gemini 3.5 Flash, DCIM)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Nautobot, from 10 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- fluxbilling.app: 8
- guideflow.com: 7
- reddit.com: 6
- reliamag.com: 6
- g2.com: 5
- sourceforge.net: 5
- gane.ai/index: 4
- geekflare.com: 4
- capterra.com: 3
- opendcim.org: 3

### Pages cited

- https://fluxbilling.app/blog/dcim-software-pricing: 7
- https://guideflow.com/blog/dcim-software: 6
- https://reliamag.com/topics/guides/best-dcim-software: 6
- https://fluxbilling.app/blog/open-source-dcim-software: 4
- https://geekflare.com/cloud/dcim-software: 4
- https://fluxbilling.app/blog/best-dcim-software-hosting-providers: 3
- https://fluxbilling.app/blog/rack-management-software: 3
- https://www.gane.ai/index/it/operations/data-center-infrastructure-management/smb: 3

## 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.