Zero of fourteen models named ManageEngine OpUtils first on the direct prompt; two named BlueCat Integrity. ManageEngine OpUtils was named by eight of the fourteen models and BlueCat Integrity by fourteen and ManageEngine OpUtils carries 11 labels and BlueCat Integrity 48, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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.
Across every category in the October 2026 Edition, ManageEngine OpUtils and BlueCat Integrity were named in the same answer twenty times, of the 36 answers naming ManageEngine OpUtils and the 158 naming BlueCat Integrity. In those answers BlueCat Integrity took the first choice zero times and ManageEngine OpUtils seven.
| 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 platforms like Infoblox, BlueCat, and EfficientIP SOLIDserver” DeepSeek V4 Flash · budget prompt · hard negative
“BlueCat characterizes these as inadequate for modern enterprise environments because they do not scale well across multi-cloud, SD-WAN, SDDC, and IoT complexity.” Perplexity Sonar · negative prompt · soft negative
“BlueCat is a highly capable enterprise competitor, but it has specific operational overhead and cost dynamics to keep in mind.” Gemini 3.5 Flash · negative prompt · soft negative
“Strong candidates to shortlist would be BlueCat, Men & Mice, EfficientIP, and DNSBOX” DeepSeek V4 Flash · scale prompt · first choice
“The leading DDI platforms are generally Infoblox- and BlueCat-based offerings” Perplexity Sonar · comparative prompt · first choice
“Choose BlueCat for flexibility and DevOps automation workflows.” Qwen 3.7 Flash · comparative 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.