Data center infrastructure management · November 2026 Edition
ManageEngine OpManager vs Nlyte DCIM
One of fourteen models named ManageEngine OpManager first on the direct prompt; one named Nlyte DCIM. ManageEngine OpManager was named by eleven of the fourteen models and Nlyte DCIM by fourteen and ManageEngine OpManager carries 20 labels and Nlyte DCIM 40, so the shares are not directly comparable.
Named in seven categories this edition.
Named in one category this edition.
First-choice share18%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#8A position in a field of 13; printed, not drawn.
Labels2040A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ManageEngine OpManager 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 ManageEngine OpManager · Sunbird DCIM vs Nlyte DCIM · ManageEngine OpManager vs NetBox
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.
ManageEngine OpManagerFirst choices, of fourteen modelsNlyte DCIM
Direct111 against Nlyte DCIM
Paraphrase703 against Nlyte DCIM
Comparative011 against ManageEngine OpManager
Budget-constrained101 against Nlyte DCIM
Scale-constrained10
Negative007 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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ManageEngine OpManager 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 | | | | |
ManageEngine OpManager Nlyte DCIM first choice named as an alternative argued againstblank: not namedEach cell is one answer, ManageEngine OpManager on the left and Nlyte DCIM on the right.The direct prompt
The plain question, one answer per model, grouped by where ManageEngine OpManager and Nlyte DCIM stood in it.
ManageEngine OpManager first, Nlyte DCIM not the choice
1 of 14 modelsNlyte DCIM was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashManageEngine OpManager, Sunbird DCIM alternatives: Device42, NetBox, Paessler PRTG
Nlyte DCIM first, ManageEngine OpManager not the choice
1 of 14 modelsManageEngine OpManager 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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Mistral SmallDevice42, Sunbird DCIM alternatives: Nlyte DCIM, netTerrain DCIM
MiniMax M2.5Device42, Sunbird DCIM alternatives: ManageEngine OpManager, Schneider Electric EcoStruxure IT
Muse Glimmer 30BSunbird DCIM, dcTrack alternatives: Device42, Hyperview, ManageEngine OpManager, Schneider Electric EcoStruxure IT
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Hyperview, Sunbird DCIM
Gemini 3.5 FlashSunbird DCIM alternatives: Device42, Hyperview, NetBox, Schneider Electric EcoStruxure IT
Perplexity SonarHyperview alternatives: Device42, Schneider EcoStruxure IT Advisor, Sunbird dcTrack
Grok 4.20Device42 alternatives: Hyperview DCIM, Schneider Electric EcoStruxure IT
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
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
ManageEngine OpManager leads by eleven points.
ManageEngine OpManager11%#4 of 11Nlyte DCIM0%#11 of 11Mid-marketThe figures above
ManageEngine OpManager leads by sixteen points.
ManageEngine OpManager18%#2 of 13Nlyte DCIM2%#8 of 13Enterprise
The order flips: Nlyte DCIM leads at enterprise.
Nlyte DCIM38%#1 of 10ManageEngine OpManager0%#– of 10What the models said about ManageEngine OpManager
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Less specialized in complex facilities management” GLM 4.7 FlashX · comparative prompt · soft negative
“ManageEngine OpManager (Best Overall Value)... frequently cited as the top choice for Small to Medium Enterprises (SMEs) and mid-sized organizations” Qwen 3.7 Flash · paraphrase prompt · first choice
“Excellent for SMEs—real-time monitoring, visualizations, capacity planning, and ITOM integration. Affordable, user-friendly dashboards.” Grok 4.20 · scale prompt · first choice
“the recommended data center infrastructure management software for a mid-sized B2B company are: 1. ManageEngine OpManager” Llama 4 Maverick · 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 ManageEngine OpManagerSunbird DCIM vs Nlyte DCIMManageEngine OpManager vs NetBoxManageEngine OpManager vs openDCIMManageEngine OpManager vs Device42ManageEngine OpManager vs HyperviewManageEngine OpManager vs Sunbird dcTrackNetBox vs Nlyte DCIMopenDCIM vs Nlyte DCIMDevice42 vs Nlyte DCIMHyperview vs Nlyte DCIMSunbird 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.