# Infoblox Universal DDI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 55 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/infoblox-universal-ddi

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [DDI and IP address management](https://www.gane.ai/index/it/network/ddi-and-ipam/index.md) | 8% | 8 | 40% | 55 |

## What the models said for it

- "Strongest reputation in large enterprise / service provider DDI... "largest, most mature enterprise DDI platform, increasingly security + AI + cloud-managed"" (GPT-5.4 mini, DDI and IPAM)
- "Infoblox DDI is considered a market leader with comprehensive DDI features and strong security integrations, making it suitable for large enterprises." (Llama 4 Maverick, DDI and IPAM)
- "I'd recommend Infoblox if you need a serious, long-term IPAM platform that can grow with hybrid or multi-cloud networking." (GPT-5.4 mini, DDI and IPAM)
- "Choose Infoblox for the broadest combination of enterprise DDI governance, hybrid-cloud management, and DNS security." (Perplexity Sonar, DDI and IPAM)

## And against it

- "Some AI models explicitly recommend avoiding Infoblox unless you have a larger budget." (Mistral Small, DDI and IPAM)
- "Some AI models recommend avoiding Infoblox unless you have a larger budget." (Llama 4 Maverick, DDI and IPAM)
- "What to Avoid on a Budget - Infoblox: The market leader but expensive." (Kimi K2, DDI and IPAM)
- "Security vulnerabilities: Recent CVEs include critical issues like CVE-2025-61880 ... Update limitations: Users report being unable to patch environments quickly" (Kimi K2, DDI and IPAM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 3 | 0 | 4 |
| GPT-5.4 mini | 2 | 1 | 1 | 1 | 5 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 3 | 6 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.20 | 2 | 1 | 0 | 3 | 6 |
| Mistral Small | 2 | 1 | 1 | 1 | 5 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 3 | 5 |
| Llama 4 Maverick | 1 | 1 | 0 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 4 | 5 |
| Kimi K2 | 0 | 0 | 0 | 3 | 3 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 2 | 4 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Infoblox Universal DDI, from 144 of the 161 answers that named it (only the models that return a source list).

### Domains cited

- peerspot.com: 71
- bluecatnetworks.com: 61
- gane.ai/index: 60
- g2.com: 59
- infoblox.com: 51 (its own site)
- ciopages.com: 47
- sourceforge.net: 45
- verifiedmarketresearch.com: 39
- efficientip.com: 32
- cotocus.com: 28

### Pages cited

- https://peerspot.com/categories/ddi: 49
- https://ciopages.com/buyer-guides/enterprise-dns-ddi: 47
- https://verifiedmarketresearch.com/blog/best-ddi-software: 38
- https://www.gane.ai/index/it/network/ddi-and-ipam/smb: 27
- https://cotocus.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 24
- https://devopsschool.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 22
- https://sourceforge.net/software/ddi-management: 22
- https://bestdevops.com/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison: 21

## In its own words

What Infoblox Universal DDI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Unify SaaS management of DNS, DHCP, and IPAM across hybrid, multi-cloud infrastructures (https://infoblox.com/)
- For: networking and security teams (https://www.infoblox.com/pricing)

## What it publishes

Every page infoblox.com exposes, read 2026-10-05: 11435 addresses. By kind, pages and the last 90 days:

- blog: 1864 pages, 40 in the last 90 days, latest 2026-10-01
- case study: 140 pages, 0 in the last 90 days, latest 2026-05-11
- webinar or virtual event: 123 pages, 15 in the last 90 days, latest 2026-09-28
- conference or event: 27 pages, 0 in the last 90 days, latest 2026-03-19
- report or ebook: 184 pages, 5 in the last 90 days, latest 2026-08-13
- comparison: 8 pages, 0 in the last 90 days, latest 2026-06-18
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 93 pages, 0 in the last 90 days, latest 2024-11-14
- podcast or video: 204 pages, 6 in the last 90 days, latest 2026-08-24
- news or press: 272 pages, 5 in the last 90 days, latest 2026-08-06
- Recent: 2026-10-01 blog: Celebrating the partners driving customer impact and growth across the americas https://www.infoblox.com/blog/community/celebrating-the-partners-driving-customer-impact-and-growth-across-the-americas/
- Recent: 2026-09-28 webinar or virtual event: Ams protecting your brand when seasonal attacks scale https://www.infoblox.com/webinar-registration/ams-protecting-your-brand-when-seasonal-attacks-scale
- Recent: 2026-09-28 webinar or virtual event: Apj protecting your brand when seasonal attacks scale https://www.infoblox.com/webinar-registration/apj-protecting-your-brand-when-seasonal-attacks-scale
- Recent: 2026-09-28 webinar or virtual event: Emea protecting your brand when seasonal attacks scale https://www.infoblox.com/webinar-registration/emea-protecting-your-brand-when-seasonal-attacks-scale
- Recent: 2026-09-23 blog: Preempt attack surface exploitation https://www.infoblox.com/resources/use-case-brief/preempt-attack-surface-exploitation
- Recent: 2026-09-22 blog: Infoblox on infoblox how dns forward proxy dfp gives us unified security and visibility across hybrid networks https://www.infoblox.com/blog/security/infoblox-on-infoblox-how-dns-forward-proxy-dfp-gives-us-unified-security-and-visibility-across-hybrid-networks/

## 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.