# DDI and IP address management for enterprise buyers: what AI models recommend, October 2026

IT AI Recommendation Index, October 2026 Edition. Asked as "DDI platform" and as "IP address management tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://it-ai-index.com/network/ddi-and-ipam/enterprise/

**Standing:** Infoblox leads with 24% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Infoblox | 24% | 16% | 37 |
| 2 | BlueCat Integrity | 15% | 8% | 60 |
| 3 | Infoblox NIOS | 15% | 7% | 14 |
| 4 | Infoblox Universal DDI | 13% | 8% | 13 |
| 5 | EfficientIP SOLIDserver | 4% | 10% | 50 |
| 6 | Micetro | 0% | 0% | 12 |
| 7 | NetBox | 0% | 20% | 10 |
| 8 | Men&Mice | 0% | 30% | 10 |
| 9 | SolarWinds IP Address Manager | 0% | 41% | 22 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: BlueCat Integrity, Infoblox; alternatives EfficientIP SOLIDserver
- GPT-5.4 mini: Infoblox; alternatives BlueCat Integrity, Cisco Systems, EfficientIP SOLIDserver
- Gemini 3.5 Flash: BlueCat Integrity, Infoblox; alternatives BlueCat Micetro, EfficientIP SOLIDserver, NS1
- Perplexity Sonar: Infoblox NIOS; alternatives BlueCat Integrity, Micetro
- Grok 4.1 Fast: Infoblox; alternatives BlueCat Integrity, EfficientIP SOLIDserver, Micetro
- Mistral Small: BlueCat Integrity; alternatives BloxOne DDI, Infoblox DDI, Micetro, SOLIDserver DDI
- DeepSeek V4 Flash: Infoblox; alternatives BlueCat Integrity, EfficientIP SOLIDserver
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: BlueCat Integrity, Infoblox; alternatives SOLIDserver
- Kimi K2: Infoblox NIOS; alternatives BlueCat Integrity / Micetro, EfficientIP SOLIDserver
- GLM 4.7 FlashX: Infoblox Universal DDI; alternatives BlueCat Integrity, SolarWinds IP Address Manager, VMware NS1 DDI
- MiniMax M2.5: BlueCat Integrity / Micetro, Infoblox; alternatives Micetro
- GPT-6 Luna: Infoblox NIOS; alternatives BlueCat Integrity, EfficientIP SOLIDserver
- Muse Glimmer 30B: Infoblox NIOS / BloxOne; alternatives BlueCat Integrity, EfficientIP SOLIDserver

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- infoblox.com: 43 answers, 96 citations
- bluecatnetworks.com: 41 answers, 116 citations
- us.fitgap.com: 38 answers, 52 citations
- peerspot.com: 31 answers, 40 citations
- devopsschool.com: 31 answers, 32 citations
- blog.domotz.com: 28 answers, 28 citations
- itechguides.com: 27 answers, 37 citations
- efficientip.com: 23 answers, 40 citations

Pages named in the most answers:

- https://us.fitgap.com/search/ddi-management-platform/enterprise (36 answers)
- https://blog.domotz.com/all/ipam-solutions (28 answers)
- https://devopsschool.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison (26 answers)
- https://peerspot.com/categories/ddi (20 answers)
- https://gartner.com/reviews/market/dns-dhcp-and-ip-address-management-ddi (19 answers)
- https://infoblox.com/products/nios (19 answers)
- https://verifiedmarketresearch.com/blog/best-ddi-software (18 answers)
- https://itechguides.com/best/ddi-management-platform (17 answers)
- https://topbusinesssoftware.com/categories/ddi-management/enterprise-orgs (14 answers)
- https://us.fitgap.com/search/ddi-management-platform (14 answers)

## Warned against

- SolarWinds IP Address Manager: 9 of 22 labels negative. "scales poorly beyond a few thousand IPs... Limited API; automation for large, heterogeneous environments is clunky." (MiniMax M2.5, negative prompt)
- BIND: 5 of 5 labels negative. "DIY/Homegrown or Open-Source Solutions (e.g., pure BIND, ISC DHCP, spreadsheets, or basic Microsoft DNS/DHCP)... These don't scale reliably beyond mid-sized setups." (Grok 4.1 Fast, negative prompt)
- Infoblox: 6 of 37 labels negative. "Caution – both are market-leaders and can do the job, but many reviewers point to *high licensing costs, complex channel/partner ecosystems*" (MiniMax M2.5, negative prompt)
- BlueCat Integrity: 5 of 60 labels negative. "BlueCat Integrity similarly uses quote-based pricing (~$14K+ to start) with appliance or virtual deployment requirements." (DeepSeek V4 Flash, budget prompt)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.