Two of fourteen models named Device42 first on the direct prompt; zero named openDCIM. Device42 was named by thirteen of the fourteen models and openDCIM by twelve and Device42 carries 41 labels and openDCIM 23, so the shares are not directly comparable.
Named in three 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 data center infrastructure management page.
Across every category in the October 2026 Edition, Device42 and openDCIM were named in the same answer thirty-five times, of the 125 answers naming Device42 and the 79 naming openDCIM. In those answers openDCIM took the first choice eight times and Device42 four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | OP | OP | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | OP | |||||
| Perplexity Sonar | OP | |||||
| Grok 4.1 Fast | OP | |||||
| Mistral Small | OP | |||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | OP | |||||
| GLM 4.7 FlashX | OP | OP | OP | |||
| MiniMax M2.5 | OP | |||||
| GPT-6 Luna | OP | OP | ||||
| Muse Glimmer 30B | OP | OP |
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. Five of six in this category shown.
“Device42: Complex initial setup and configuration processes, steep learning curve, and limited reporting features” Claude Haiku 4.5 · negative prompt · soft negative
“pricing is quote-based and can get expensive... making it a poor fit for most budget-constrained companies” DeepSeek V4 Flash · budget prompt · soft negative
“Exceptionally strong in auto-discovery and mapping the relationship between physical hardware, virtual machines, and application dependencies.” Gemini 3.5 Flash · scale prompt · first choice
“If you want a single recommendation without more constraints, choose Device42.” Perplexity Sonar · paraphrase prompt · first choice
“Sunbird DCIM or Device42 would be the top choices” MiniMax M2.5 · 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.
“Best for simple inventory tracking only — not for serious production-grade DCIM needs.” DeepSeek V4 Flash · negative prompt · hard negative
“Open-source alternatives like OpenDCIM, NetBox, and RackTables provide core functionality without licensing fees but require more technical expertise to implement” Claude Haiku 4.5 · comparative prompt · soft negative
“I’d avoid relying on it for critical operations unless you’re prepared to maintain a fork or have a credible support plan.” GPT-6 Luna · negative prompt · soft negative
“Opendcim is the strongest fit if your company mainly needs basic rack elevation and asset tracking” Perplexity Sonar · budget prompt · first choice
“openDCIM is strongly recommended as it offers core DCIM functionality without any licensing costs” MiniMax M2.5 · budget prompt · first choice
“the most pragmatic choice today is openDCIM—a free, open‑source DCIM application” GLM 4.7 FlashX · 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.