Data center infrastructure management · November 2026 Edition
Hyperview vs Nlyte DCIM
Two of fourteen models named Hyperview first on the direct prompt; one named Nlyte DCIM. Both were named by all fourteen models and Hyperview carries 38 labels and Nlyte DCIM 40, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share7%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 13; printed, not drawn.
Labels3840A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Hyperview reading right to left. Rank and label count are printed, not drawn.Device42 was named alongside these two in twelve of the fourteen direct answers. Sunbird DCIM vs Hyperview · Sunbird DCIM vs Nlyte DCIM · ManageEngine OpManager vs Hyperview
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
HyperviewFirst choices, of fourteen modelsNlyte DCIM
Direct211 against Nlyte DCIM
Paraphrase103 against Nlyte DCIM
Comparative01
Budget-constrained101 against Hyperview · 1 against Nlyte DCIM
Scale-constrained00
Negative107 against Nlyte DCIM
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Hyperview and Nlyte DCIM were named in the same answer sixty-three times, of the 107 answers naming Hyperview and the 138 naming Nlyte DCIM. In those answers Nlyte DCIM took the first choice six times and Hyperview nine.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Hyperview and Nlyte DCIM stood in it.
| 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 | | | | | |
Hyperview Nlyte DCIM first choice named as an alternative argued againstblank: not namedEach cell is one answer, Hyperview on the left and Nlyte DCIM on the right.The direct prompt
The plain question, one answer per model, grouped by where Hyperview and Nlyte DCIM stood in it.
Hyperview first, Nlyte DCIM not the choice
2 of 14 modelsNlyte DCIM was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Hyperview, Sunbird DCIM
Perplexity SonarHyperview alternatives: Device42, Schneider EcoStruxure IT Advisor, Sunbird dcTrack
Nlyte DCIM first, Hyperview not the choice
1 of 14 modelsHyperview was named in the answer but not as the choice, or not at all.GPT-5.4 miniNlyte DCIM alternatives: Device42, OpManager Nexus, Sunbird DCIM
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashSunbird DCIM alternatives: Device42, Hyperview, NetBox, Schneider Electric EcoStruxure IT
Mistral SmallDevice42, Sunbird DCIM alternatives: Nlyte DCIM, netTerrain DCIM
Llama 4 MaverickSunbird DCIM alternatives: Device42, EcoStruxure IT, Hyperview, NetZoom DCIM
Qwen 3.7 FlashSunbird DCIM alternatives: Device42, Hyperview, NetBox
Kimi K2Sunbird DCIM alternatives: Device42, Hyperview, NetBox
GLM 4.7 FlashXDevice42, Sunbird dcTrack alternatives: Hyperview, NetBox, Schneider Electric EcoStruxure IT
Muse Glimmer 30BSunbird DCIM, dcTrack alternatives: Device42, Hyperview, ManageEngine OpManager, Schneider Electric EcoStruxure IT
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.20Device42 alternatives: Hyperview DCIM, Schneider Electric EcoStruxure IT
DeepSeek V4 FlashManageEngine OpManager, Sunbird DCIM alternatives: Device42, NetBox, Paessler PRTG
MiniMax M2.5Device42, Sunbird DCIM alternatives: ManageEngine OpManager, Schneider Electric EcoStruxure IT
GPT-6 LunaSunbird DCIM alternatives: NetBox, Schneider Electric EcoStruxure IT Advisor
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Hyperview leads by thirteen points.
Hyperview13%#3 of 11Nlyte DCIM0%#11 of 11Mid-marketThe figures above
Hyperview leads by five points.
Hyperview7%#6 of 13Nlyte DCIM2%#8 of 13Enterprise
The order flips: Nlyte DCIM leads at enterprise.
Nlyte DCIM38%#1 of 10Hyperview6%#5 of 10What the models said about Hyperview
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
What the models said about Nlyte DCIM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Frequently criticized as a "legacy platform" with significant security concerns” GLM 4.7 FlashX · negative prompt · hard negative
“avoid legacy platforms (like *Nlyte* or *FNT Command*)” Muse Glimmer 30B · negative prompt · hard negative
“avoid legacy platforms (like Nlyte or FNT Command)” DeepSeek V4 Flash · negative prompt · hard negative
“Best for enterprise-scale lifecycle and hybrid infrastructure: broad asset lifecycle, capacity planning, and hybrid environment coverage” Muse Glimmer 30B · comparative prompt · first choice
“the best DCIM choice is usually Nlyte if you want the strongest all-around fit” GPT-5.4 mini · direct prompt · first choice
“A comprehensive DCIM platform that's particularly strong in asset management, capacity planning, and power management.” Claude Haiku 4.5 · paraphrase prompt · alternative
Also compared
Sunbird DCIM vs HyperviewSunbird DCIM vs Nlyte DCIMManageEngine OpManager vs HyperviewManageEngine OpManager vs Nlyte DCIMNetBox vs HyperviewNetBox vs Nlyte DCIMopenDCIM vs HyperviewopenDCIM vs Nlyte DCIMDevice42 vs HyperviewDevice42 vs Nlyte DCIMHyperview vs Sunbird dcTrackSunbird dcTrack vs Nlyte DCIMAll twenty-eight head-to-head pages and the full DCIM standing
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.