Zero of fourteen models named ManageEngine OpUtils first on the direct prompt; zero named EfficientIP SOLIDserver. ManageEngine OpUtils was named by eight of the fourteen models and EfficientIP SOLIDserver by eleven and ManageEngine OpUtils carries 11 labels and EfficientIP SOLIDserver 32, so the shares are not directly comparable.
Named in two 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 | ||||||
| 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 |
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 four in this category shown.
“ManageEngine OpUtils is typically the most cost-effective standalone IPAM with DHCP scope monitoring.” Muse Glimmer 30B · paraphrase prompt · first choice
“I'd recommend starting with ManageEngine OpUtils or SolarWinds IP Address Manager” MiniMax M2.5 · paraphrase prompt · first choice
“ManageEngine OpUtils is the best fit for most mid‑sized B2B organizations right now.” GLM 4.7 FlashX · paraphrase prompt · first choice
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
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.