Ten of fourteen models named Sunbird DCIM first on the direct prompt; two named Hyperview. Both were named by all fourteen models and Sunbird DCIM carries 28 labels and Hyperview 38, 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 data center infrastructure management page.
Across every category in the November 2026 Edition, Sunbird DCIM and Hyperview were named in the same answer thirty-three times, of the 70 answers naming Sunbird DCIM and the 107 naming Hyperview. In those answers Hyperview took the first choice four times and Sunbird DCIM thirteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Five of six in this category shown.
“criticized for high cost and complexity, and are generally recommended to be avoided by small businesses” Mistral Small · negative prompt · soft negative
“Reviewers consistently note it's expensive” Kimi K2 · paraphrase prompt · soft negative
“Sunbird pairs its dcTrack asset management module with Power IQ for energy monitoring, and it has a reputation as one of the more approachable mid-market DCIM options” Claude Haiku 4.5 · direct prompt · first choice
“Device42 or Sunbird DCIM offer the best balance of functionality, ease of use, cost-effectiveness, and scalability” Claude Haiku 4.5 · paraphrase prompt · first choice
“Sunbird DCIM is frequently cited as the leading choice due to its balance of deep functionality and accessibility” Qwen 3.7 Flash · 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.
“Avoid commercial tools (e.g., Sunbird, Hyperview, or Device42)” Grok 4.20 · budget prompt · hard negative
“Hyperview is the faster path to operational visibility, best for mid-market data center operations prioritizing fast time-to-value and transparent pricing” Claude Haiku 4.5 · direct prompt · first choice
“Hyperview is the best default choice if you want cloud delivery, quick deployment, and predictable costs” Perplexity Sonar · direct prompt · first choice
“Hyperview is the most explicitly positioned for mid-market with fast deployment and $3/asset/yr pricing.” Muse Glimmer 30B · paraphrase 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.