# DDI and IP address management for small business 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 a small 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/smb/

**Standing:** SolarWinds IP Address Manager leads with 18% of first choices; verdict contested. 55 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | SolarWinds IP Address Manager | 18% | 16% | 38 |
| 2 | phpIPAM | 15% | 8% | 37 |
| 3 | Micetro | 11% | 13% | 15 |
| 4 | ManageEngine OpUtils | 9% | 0% | 21 |
| 5 | Infoblox Universal DDI | 5% | 40% | 15 |
| 6 | ManageEngine DDI Central | 4% | 8% | 13 |
| 7 | BlueCat Integrity | 4% | 64% | 42 |
| 8 | BlueCat Micetro | 2% | 8% | 12 |
| 9 | EfficientIP SOLIDserver | 2% | 52% | 27 |
| 10 | NetBox | 0% | 6% | 16 |
| 11 | Infoblox | 0% | 85% | 33 |

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

- Claude Haiku 4.5: Micetro DDI; alternatives BloxOne DDI from Infoblox, SolarWinds Observability
- GPT-5.4 mini: BlueCat Micetro, Infoblox Universal DDI
- Gemini 3.5 Flash: Micetro; alternatives Infoblox Universal DDI, ManageEngine OpUtils, ProVision, SolarWinds IP Address Manager
- Perplexity Sonar: Micetro; alternatives Infoblox Universal DDI
- Grok 4.1 Fast: SolarWinds IP Address Manager; alternatives Infoblox Universal DDI, Men&Mice Micetro
- Mistral Small: BlueCat Integrity; alternatives Infoblox DDI, Micetro
- DeepSeek V4 Flash: ManageEngine OpUtils IPAM; alternatives EfficientIP SOLIDserver, SolarWinds IP Address Manager
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: BloxOne DDI; alternatives BlueCat Integrity, EfficientIP SOLIDserver
- Kimi K2: Infoblox Universal DDI; alternatives BlueCat Micetro, SpatiumDDI, TeemIP
- GLM 4.7 FlashX: SolarWinds IP Address Manager; alternatives OpenDNS
- MiniMax M2.5: BlueCat Integrity, ManageEngine DDI Central; alternatives Infoblox Universal DDI, SolarWinds IP Address Manager
- GPT-6 Luna: ManageEngine DDI Central; alternatives BlueCat Micetro, Microsoft's built-in DNS/DHCP
- Muse Glimmer 30B: Infoblox Universal DDI, ProVision; alternatives BlueCat Micetro, Cloudflare, Google Cloud

## Sources the answers cite

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

- bluecatnetworks.com: 33 answers, 61 citations
- sourceforge.net: 31 answers, 46 citations
- peerspot.com: 30 answers, 44 citations
- blog.domotz.com: 30 answers, 30 citations
- cotocus.com: 26 answers, 29 citations
- us.fitgap.com: 25 answers, 39 citations
- g2.com: 24 answers, 37 citations
- slashdot.org: 24 answers, 35 citations

Pages named in the most answers:

- https://blog.domotz.com/all/ipam-solutions (30 answers)
- https://cotocus.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison (25 answers)
- https://zdns.com/blog/top-5-ddi-management-platforms (20 answers)
- https://peerspot.com/categories/ddi (18 answers)
- https://us.fitgap.com/search/ddi-management-platform (16 answers)
- https://devopsschool.com/blog/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison (15 answers)
- https://us.fitgap.com/search/ddi-management-platform/small-business (15 answers)
- https://itechguides.com/best/ip-address-management-software (14 answers)
- https://rajeshkumar.xyz/blog/ddi-dns-dhcp-ipam-platforms (14 answers)
- https://scmgalaxy.com/tutorials/top-10-ddi-dns-dhcp-ipam-platforms-features-pros-cons-comparison (14 answers)

## Warned against

- Infoblox: 28 of 33 labels negative. "should a small business avoid or be cautious about? ... full-scale enterprise DDI ... platforms like Infoblox ... SMBs report it's too robust/expensive." (Grok 4.1 Fast, negative prompt)
- BlueCat Integrity: 27 of 42 labels negative. "Avoid: Full enterprise platforms like Infoblox or BlueCat Integrity unless you have enterprise budget" (Kimi K2, comparative prompt)
- EfficientIP SOLIDserver: 14 of 27 labels negative. "avoid dedicated "Integrated" vendors such as ... EfficientIP (SOLIDserver)" (Qwen 3.7 Flash, budget prompt)
- Infoblox Universal DDI: 6 of 15 labels negative. "powerful and scalable, but licensing is quote-based, so it may be more than a small company needs" (GPT-6 Luna, direct 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.