# NetBox vs Device42: which do AI models recommend for DCIM, October 2026

IT AI Recommendation Index, October 2026 Edition, Data center infrastructure management. Zero of fourteen models named NetBox first on the direct prompt; two named Device42. Page: https://it-ai-index.com/operations/data-center-infrastructure-management/netbox-vs-device42/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| NetBox | 17% | #2 of 9 | 7% | 29 | 12 of 14 |
| Device42 | 10% | #4 of 9 | 5% | 41 | 13 of 14 |

## The direct prompt, model by model

- Qwen 3.7 Flash: device42 first (first choices: Device42) (alternatives: Hyperview DCIM, Nlyte DCIM, Sunbird DCIM)
- MiniMax M2.5: device42 first (first choices: Device42, Sunbird DCIM) (alternatives: Schneider Electric EcoStruxure IT)
- Gemini 3.5 Flash: neither first, one named (first choices: Sunbird Software) (alternatives: Device42, Hyperview, Schneider Electric)
- Perplexity Sonar: neither first, one named (first choices: Hyperview) (alternatives: Device42, NetBox, Sunbird DCIM)
- Grok 4.1 Fast: neither first, one named (first choices: Sunbird DCIM) (alternatives: Device42, Hyperview DCIM)
- Mistral Small: neither first, one named (first choices: Hyperview) (alternatives: Device42, Sunbird DCIM)
- DeepSeek V4 Flash: neither first, one named (first choices: Sunbird DCIM) (alternatives: Device42, Hyperview DCIM)
- Llama 4 Maverick: neither first, one named (first choices: Hyperview) (alternatives: Device42, Sunbird DCIM)
- Kimi K2: neither first, one named (first choices: Hyperview DCIM) (alternatives: Device42, Schneider Electric EcoStruxure IT, Sunbird DCIM)
- GLM 4.7 FlashX: neither first, one named (first choices: Sunbird dcTrack) (alternatives: Device42, Schneider Electric EcoStruxure IT)
- Muse Glimmer 30B: neither first, one named (first choices: Sunbird DCIM / dcTrack + Power IQ) (alternatives: Device42, Hyperview)
- Claude Haiku 4.5: neither named (first choices: Sunbird DCIM) (alternatives: Hyperview, Nlyte DCIM)
- GPT-5.4 mini: neither named (first choices: Sunbird DCIM) (alternatives: Nlyte DCIM, Vertiv)
- GPT-6 Luna: neither named (first choices: Sunbird dcTrack) (alternatives: Nlyte DCIM, Schneider EcoStruxure IT Expert)

## What the models said about NetBox

- "but it lacks built-in power and environmental monitoring out of the box" (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "require more technical expertise to implement" (Claude Haiku 4.5, comparative prompt, soft negative)
- "The Best Open-Source Option: NetBox ... NetBox has quickly become the industry standard for IP Address Management (IPAM) and Data Center Infrastructure Management (DCIM) combined." (Qwen 3.7 Flash, budget prompt, first choice)
- "The best DCIM tool for a company with a limited budget is NetBox, an open-source DCIM tool that is suitable for teams with no license budget." (Llama 4 Maverick, budget prompt, first choice)
- "NetBox – This is an open-source, free-to-use DCIM tool that covers racks, devices, cabling, circuits, and IP address management." (Mistral Small, budget prompt, first choice)

## What the models said about Device42

- "Device42: Complex initial setup and configuration processes, steep learning curve, and limited reporting features" (Claude Haiku 4.5, negative prompt, soft negative)
- "pricing is quote-based and can get expensive... making it a poor fit for most budget-constrained companies" (DeepSeek V4 Flash, budget prompt, soft negative)
- "Exceptionally strong in auto-discovery and mapping the relationship between physical hardware, virtual machines, and application dependencies." (Gemini 3.5 Flash, scale prompt, first choice)
- "If you want a single recommendation without more constraints, choose Device42." (Perplexity Sonar, paraphrase prompt, first choice)
- "Sunbird DCIM or Device42 would be the top choices" (MiniMax M2.5, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.