Two of fourteen models named Device42 first on the direct prompt; two named Sunbird dcTrack. Device42 was named by thirteen of the fourteen models and Sunbird dcTrack by eight and Device42 carries 41 labels and Sunbird dcTrack 17, 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 Sunbird dcTrack were named in the same answer twenty-nine times, of the 125 answers naming Device42 and the 52 naming Sunbird dcTrack. In those answers Sunbird dcTrack took the first choice nine times and Device42 one.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | SD | |||||
| Grok 4.1 Fast | SD | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | SD | |||||
| GLM 4.7 FlashX | SD | SD | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | SD | |||||
| 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. 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. Four of five in this category shown.
“Affordable entry at ~$19.50/cabinet/month (published pricing), but not free” Grok 4.1 Fast · budget prompt · soft negative
“cited as leading as the most comprehensive choice, offering real-time monitoring, capacity planning, asset management, and workflow automation” Muse Glimmer 30B · comparative prompt · first choice
“the top recommendation for a mid-market organization that needs a balance of cost, scalability, and operational depth is Sunbird dcTrack” GLM 4.7 FlashX · direct prompt · first choice
“Choose Sunbird dcTrack if you want a broad, mature DCIM suite with strong coverage across core DCIM functions.” Perplexity Sonar · 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.