Zero of fourteen models named NetBox first on the direct prompt; one named Micetro. NetBox was named by eleven of the fourteen models and Micetro by seven and NetBox carries 17 labels and Micetro 14, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | MI | MI | MI | |||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | MI | |||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | MI | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | MI | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“it's not the same as getting one integrated DDI platform” GPT-6 Luna · budget prompt · soft negative
“NetBox is the other accepted open-source challenger. It is commonly recommended for solo or very small IT teams” Muse Glimmer 30B · budget prompt · first choice
“Choose NetBox / NetBox Cloud if your B2B company operates multi-cloud or hybrid environments” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Micetro shows only 9 ratings on Gartner Peer Insights, while better-established products like Infoblox and EfficientIP have far more review volume.” GPT-5.4 mini · negative prompt · soft negative
“Micetro (by EfficientIP, formerly Men&Mice): Excellent overlay DDI that sits on top of your existing Windows DNS/DHCP... Very cost-effective and light footprint.” Gemini 3.5 Flash · scale prompt · first choice
“Choose Micetro if you're a mid-market B2B company and want the best balance of capability, manageability, and cost.” GPT-5.4 mini · direct prompt · first choice
“Moderate budget / want easier operations: look at Micetro-style DDI orchestration” GPT-5.4 mini · budget prompt · first choice
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.