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

Gane 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. Page: https://www.gane.ai/index/it/network/ddi-and-ipam/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/network/ddi-and-ipam/enterprise/index.md

**Standing:** Infoblox Universal DDI leads with 46% of first choices; verdict clear leader. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Infoblox Universal DDI](https://www.gane.ai/index/it/vendors/infoblox-universal-ddi/index.md) | 46% | 12% | 59 |
| 2 | [BlueCat Integrity](https://www.gane.ai/index/it/vendors/bluecat-integrity/index.md) | 15% | 8% | 60 |
| 3 | [Infoblox NIOS](https://www.gane.ai/index/it/vendors/infoblox-nios/index.md) | 15% | 7% | 14 |
| 4 | [EfficientIP SOLIDserver](https://www.gane.ai/index/it/vendors/efficientip-solidserver/index.md) | 4% | 10% | 50 |
| 15 | [Micetro](https://www.gane.ai/index/it/vendors/micetro/index.md) | 0% | 0% | 12 |
| 16 | [NetBox](https://www.gane.ai/index/it/vendors/netbox/index.md) | 0% | 20% | 10 |
| 18 | [Men&Mice](https://www.gane.ai/index/it/vendors/men-mice/index.md) | 0% | 30% | 10 |
| 51 | [SolarWinds IP Address Manager](https://www.gane.ai/index/it/vendors/solarwinds-ip-address-manager/index.md) | 0% | 41% | 22 |

Rank is by share of first choices among all 78 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: BlueCat Integrity, Infoblox Universal DDI; alternatives EfficientIP SOLIDserver
- GPT-5.4 mini: Infoblox Universal DDI; alternatives BlueCat Integrity, Cisco Systems, EfficientIP SOLIDserver
- Gemini 3.5 Flash: BlueCat Integrity, Infoblox Universal DDI; alternatives BlueCat Micetro, EfficientIP SOLIDserver, NS1
- Perplexity Sonar: Infoblox NIOS; alternatives BlueCat Integrity, Micetro
- Grok 4.20: Infoblox Universal DDI; alternatives BlueCat Integrity, EfficientIP SOLIDserver, Micetro
- Mistral Small: BlueCat Integrity; alternatives BloxOne DDI, Infoblox Universal DDI, Micetro, SOLIDserver DDI
- DeepSeek V4 Flash: Infoblox Universal DDI; alternatives BlueCat Integrity, EfficientIP SOLIDserver
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: BlueCat Integrity, Infoblox Universal DDI; 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 Universal DDI; 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 4.20, negative prompt)
- Infoblox Universal DDI: 7 of 59 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)
- Microsoft DNS/DHCP: 4 of 4 labels negative. "Large enterprises should be cautious about DIY, decentralized DDI—especially Microsoft DNS or homegrown BIND-based setups" (Perplexity Sonar, negative prompt)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/it.