Three of fourteen models named SolarWinds IP Address Manager first on the direct prompt; zero named EfficientIP SOLIDserver. SolarWinds IP Address Manager was named by fourteen of the fourteen models and EfficientIP SOLIDserver by eleven and SolarWinds IP Address Manager carries 39 labels and EfficientIP SOLIDserver 32, so the shares are not directly comparable.
Named in one category 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.
Across every category in the October 2026 Edition, SolarWinds IP Address Manager and EfficientIP SOLIDserver were named in the same answer forty-eight times, of the 99 answers naming SolarWinds IP Address Manager and the 109 naming EfficientIP SOLIDserver. In those answers EfficientIP SOLIDserver took the first choice two times and SolarWinds IP Address Manager four.
| 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. Six of eight in this category shown.
“High Caution: SolarWinds ... The 2020 SUNBURST supply chain attack compromised SolarWinds Orion software” Kimi K2 · negative prompt · hard negative
“Move away from SolarWinds (due to security history) and proprietary hardware-only vendors.” Qwen 3.7 Flash · negative prompt · hard negative
“avoid or heavily scrutinize: Under-featured overlays (like SolarWinds or MS IPAM)” Gemini 3.5 Flash · negative prompt · hard negative
“SolarWinds is often seen as a mid-range option that is cheaper than enterprise giants like Infoblox but more powerful than basic tools.” Qwen 3.7 Flash · budget prompt · first choice
“I would recommend SolarWinds IP Address Manager. It is one of the most widely deployed standalone IPAM platforms in the mid-market” Mistral Small · paraphrase prompt · first choice
“The best DDI platform for a mid-market B2B company is likely to be SolarWinds or Men&Mice” Llama 4 Maverick · direct 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.