# NetBox vs BlueCat Integrity: which do AI models recommend for DDI and IPAM, October 2026

IT AI Recommendation Index, October 2026 Edition, DDI and IP address management. Zero of fourteen models named NetBox first on the direct prompt; two named BlueCat Integrity. Page: https://it-ai-index.com/network/ddi-and-ipam/netbox-vs-bluecat-integrity/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| NetBox | 8% | #5 of 11 | 15% | 13 | 8 of 14 |
| BlueCat Integrity | 6% | #6 of 11 | 27% | 48 | 14 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: bluecat integrity first (first choices: BlueCat Integrity) (alternatives: EfficientIP SOLIDserver, Infoblox)
- MiniMax M2.5: bluecat integrity first (first choices: BlueCat Integrity, SolarWinds IP Address Manager) (alternatives: Men&Mice)
- Mistral Small: neither first, one named (first choices: Infoblox Universal DDI) (alternatives: BlueCat Integrity, EfficientIP SOLIDserver)
- DeepSeek V4 Flash: neither first, one named (first choices: BlueCat Micetro) (alternatives: BlueCat Integrity, SolarWinds IP Address Manager)
- Qwen 3.7 Flash: neither first, one named (first choices: Infoblox Universal DDI, SolarWinds IP Address Manager) (alternatives: BlueCat Integrity, Micetro)
- GLM 4.7 FlashX: neither first, one named (first choices: Infoblox Universal DDI Management) (alternatives: BlueCat Integrity, SolarWinds IP Address Manager)
- Claude Haiku 4.5: neither named
- Gemini 3.5 Flash: neither named (first choices: BlueCat Micetro) (alternatives: EfficientIP SOLIDserver)
- Perplexity Sonar: neither named (first choices: Men&Mice, Micetro) (alternatives: Infoblox Universal DDI, ManageEngine DDI Central, SolarWinds IP Address Manager)
- Grok 4.1 Fast: neither named (first choices: Micetro) (alternatives: Infoblox Universal DDI, SolarWinds IP Address Manager, TCPWave)
- Llama 4 Maverick: neither named (first choices: Men&Mice, SolarWinds IP Address Manager) (alternatives: Infoblox Universal DDI)
- Kimi K2: neither named (first choices: BlueCat Micetro) (alternatives: EfficientIP SOLIDserver, ManageEngine OpUtils)
- GPT-6 Luna: neither named (first choices: BlueCat Micetro) (alternatives: Infoblox Universal DDI, Windows Server's built-in IPAM)
- Muse Glimmer 30B: neither named (first choices: BlueCat Micetro) (alternatives: EfficientIP SOLIDserver, Infoblox Universal DDI, TCPWave DDI)

## What the models said about NetBox

- "Open-source DDI tools (phpIPAM, NetBox, etc.) ... No enterprise SLA" (DeepSeek V4 Flash, negative prompt, soft negative)
- "using them as your core DDI platform carries operational risk" (Gemini 3.5 Flash, negative prompt, soft negative)
- "NetBox is the industry standard... NetBox Cloud (the managed SaaS version) gives you all the power of NetBox's robust APIs" (Gemini 3.5 Flash, paraphrase prompt, first choice)

## What the models said about BlueCat Integrity

- "Avoid enterprise platforms like Infoblox, BlueCat, and EfficientIP SOLIDserver" (DeepSeek V4 Flash, budget prompt, hard negative)
- "BlueCat characterizes these as inadequate for modern enterprise environments because they do not scale well across multi-cloud, SD-WAN, SDDC, and IoT complexity." (Perplexity Sonar, negative prompt, soft negative)
- "BlueCat is a highly capable enterprise competitor, but it has specific operational overhead and cost dynamics to keep in mind." (Gemini 3.5 Flash, negative prompt, soft negative)
- "Strong candidates to shortlist would be BlueCat, Men & Mice, EfficientIP, and DNSBOX" (DeepSeek V4 Flash, scale prompt, first choice)
- "The leading DDI platforms are generally Infoblox- and BlueCat-based offerings" (Perplexity Sonar, comparative prompt, first choice)
- "Choose BlueCat for flexibility and DevOps automation workflows." (Qwen 3.7 Flash, comparative 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.