DDI and IP address management · October 2026 Edition
NetBox vs EfficientIP SOLIDserver
Zero of fourteen models named NetBox first on the direct prompt; zero named EfficientIP SOLIDserver. NetBox was named by eight of the fourteen models and EfficientIP SOLIDserver by eleven and NetBox carries 13 labels and EfficientIP SOLIDserver 32, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%16%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 11; printed, not drawn.
Labels1332A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, NetBox reading right to left. Rank and label count are printed, not drawn.BlueCat Micetro vs NetBox · BlueCat Micetro vs EfficientIP SOLIDserver · SolarWinds IP Address Manager vs NetBox
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; every quote names the model and the prompt it came from. Both figures come from the DDI and IP address management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
NetBoxFirst choices, of fourteen modelsEfficientIP SOLIDserver
Direct00
Paraphrase30
Comparative00
Budget-constrained114 against EfficientIP SOLIDserver
Scale-constrained01
Negative002 against NetBox · 1 against EfficientIP SOLIDserver
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where NetBox and EfficientIP SOLIDserver stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | | | ||||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | |
NetBox EfficientIP SOLIDserver first choice named as an alternative argued againstblank: not namedEach cell is one answer, NetBox on the left and EfficientIP SOLIDserver on the right.The direct prompt
The plain question, one answer per model, grouped by where NetBox and EfficientIP SOLIDserver stood in it.
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniBlueCat Integrity alternatives: EfficientIP SOLIDserver, Infoblox
Gemini 3.5 FlashBlueCat Micetro alternatives: EfficientIP SOLIDserver
Mistral SmallInfoblox Universal DDI alternatives: BlueCat Integrity, EfficientIP SOLIDserver
Kimi K2BlueCat Micetro alternatives: EfficientIP SOLIDserver, ManageEngine OpUtils
Muse Glimmer 30BBlueCat Micetro alternatives: EfficientIP SOLIDserver, Infoblox Universal DDI, TCPWave DDI
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
Perplexity SonarMen&Mice, Micetro alternatives: Infoblox Universal DDI, ManageEngine DDI Central, SolarWinds IP Address Manager
Grok 4.1 FastMicetro alternatives: Infoblox Universal DDI, SolarWinds IP Address Manager, TCPWave
DeepSeek V4 FlashBlueCat Micetro alternatives: BlueCat Integrity, SolarWinds IP Address Manager
Llama 4 MaverickMen&Mice, SolarWinds IP Address Manager alternatives: Infoblox Universal DDI
Qwen 3.7 FlashInfoblox Universal DDI, SolarWinds IP Address Manager alternatives: BlueCat Integrity, Micetro
GLM 4.7 FlashXInfoblox Universal DDI Management alternatives: BlueCat Integrity, SolarWinds IP Address Manager
MiniMax M2.5BlueCat Integrity, SolarWinds IP Address Manager alternatives: Men&Mice
GPT-6 LunaBlueCat Micetro alternatives: Infoblox Universal DDI, Windows Server's built-in IPAM
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
EfficientIP SOLIDserver leads by two points.
EfficientIP SOLIDserver2%#9 of 11NetBox0%#10 of 11Mid-marketThe figures above
The order flips: NetBox leads at mid-market.
NetBox8%#5 of 11EfficientIP SOLIDserver4%#7 of 11Enterprise
The order flips: EfficientIP SOLIDserver leads at enterprise.
EfficientIP SOLIDserver4%#5 of 9NetBox0%#7 of 9What the models said about NetBox
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“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 EfficientIP SOLIDserver
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid: Enterprise solutions like Infoblox or EfficientIP SOLIDserver unless you have a larger budget” Kimi K2 · budget prompt · hard negative
“Avoid enterprise platforms like Infoblox, BlueCat, and EfficientIP SOLIDserver” DeepSeek V4 Flash · budget prompt · hard negative
“their proprietary hardware/virtual appliances and licensing models can easily exceed tens of thousands of dollars annually” Gemini 3.5 Flash · budget prompt · soft negative
“or EfficientIP if you want an all-in-one commercial DDI product” GPT-5.4 mini · budget prompt · first choice
“Get quotes from EfficientIP and others to anchor your budget.” Kimi K2 · scale prompt · first choice
“Best "all-in-one" option if you want to completely replace Microsoft DHCP/DNS with a cost-effective, highly secure, and automation-friendly appliance architecture.” Gemini 3.5 Flash · scale prompt · alternative
Also compared
BlueCat Micetro vs NetBoxBlueCat Micetro vs EfficientIP SOLIDserverSolarWinds IP Address Manager vs NetBoxSolarWinds IP Address Manager vs EfficientIP SOLIDserverManageEngine OpUtils vs NetBoxManageEngine OpUtils vs EfficientIP SOLIDserverphpIPAM vs NetBoxphpIPAM vs EfficientIP SOLIDserverNetBox vs BlueCat IntegrityNetBox vs MicetroBlueCat Integrity vs EfficientIP SOLIDserverEfficientIP SOLIDserver vs MicetroAll twenty-eight head-to-head pages and the full DDI and IPAM standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.