Data center infrastructure management · November 2026 Edition
Sunbird dcTrack vs Nlyte DCIM
One of fourteen models named Sunbird dcTrack first on the direct prompt; one named Nlyte DCIM. Sunbird dcTrack was named by eleven of the fourteen models and Nlyte DCIM by fourteen and Sunbird dcTrack carries 20 labels and Nlyte DCIM 40, so the shares are not directly comparable.
Sunbird dcTrack
accepted challengerNamed in one category this edition.
Named in one category this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate20%30%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#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, Sunbird dcTrack 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 Sunbird dcTrack · Sunbird DCIM vs Nlyte DCIM · ManageEngine OpManager vs Sunbird dcTrack
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.
Sunbird dcTrackFirst choices, of fourteen modelsNlyte DCIM
Direct111 against Sunbird dcTrack · 1 against Nlyte DCIM
Paraphrase103 against Nlyte DCIM
Comparative11
Budget-constrained001 against Sunbird dcTrack · 1 against Nlyte DCIM
Scale-constrained00
Negative002 against Sunbird dcTrack · 7 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, Sunbird dcTrack and Nlyte DCIM were named in the same answer fifty-three times, of the 68 answers naming Sunbird dcTrack and the 138 naming Nlyte DCIM. In those answers Nlyte DCIM took the first choice nine times and Sunbird dcTrack eight.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Sunbird dcTrack and Nlyte DCIM stood in it.
| Model | DirectSD | ParaphraseSD | ComparativeSD | Budget-constrainedSD | Scale-constrainedSD | NegativeSD |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | SD | ||||
| GPT-5.4 mini | | SD | | |||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | SD | | SD | |||
| Grok 4.20 | SD | | | SD | SD | |
| Mistral Small | | | ||||
| DeepSeek V4 Flash | SD | | ||||
| Llama 4 Maverick | SD | |||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | SD | SD | | SD | | |
| MiniMax M2.5 | SD | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | SD | SD |
SD Sunbird dcTrack Nlyte DCIMSD first choiceSD named as an alternativeSD argued againstblank: not namedEach cell is one answer, Sunbird dcTrack on the left and Nlyte DCIM on the right.
Nlyte DCIMSD first choiceSD named as an alternativeSD argued againstblank: not namedEach cell is one answer, Sunbird dcTrack on the left and Nlyte DCIM on the right.The direct prompt
The plain question, one answer per model, grouped by where Sunbird dcTrack and Nlyte DCIM stood in it.
Sunbird dcTrack 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.GLM 4.7 FlashXDevice42, Sunbird dcTrack alternatives: Hyperview, NetBox, Schneider Electric EcoStruxure IT
Nlyte DCIM first, Sunbird dcTrack not the choice
1 of 14 modelsSunbird dcTrack 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
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarHyperview alternatives: Device42, Schneider EcoStruxure IT Advisor, Sunbird dcTrack
Mistral SmallDevice42, Sunbird DCIM alternatives: Nlyte DCIM, netTerrain DCIM
Neither was named
10 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
Grok 4.20Device42 alternatives: Hyperview DCIM, Schneider Electric EcoStruxure IT
DeepSeek V4 FlashManageEngine OpManager, Sunbird DCIM alternatives: Device42, NetBox, Paessler PRTG
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
MiniMax M2.5Device42, Sunbird DCIM alternatives: ManageEngine OpManager, Schneider Electric EcoStruxure IT
GPT-6 LunaSunbird DCIM alternatives: NetBox, Schneider Electric EcoStruxure IT Advisor
Muse Glimmer 30BSunbird DCIM, dcTrack alternatives: Device42, Hyperview, ManageEngine OpManager, Schneider Electric EcoStruxure IT
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
Level: the same share of first choices.
Sunbird dcTrack0%#9 of 11
Nlyte DCIM0%#11 of 11Mid-marketThe figures above
Sunbird dcTrack leads by two points.
Sunbird dcTrack4%#7 of 13
Nlyte DCIM2%#8 of 13Enterprise
The order flips: Nlyte DCIM leads at enterprise.
Nlyte DCIM38%#1 of 10Sunbird dcTrack17%#2 of 10
The full enterprise standing →What the models said about Sunbird dcTrack
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“It has a high negative rate of 25% and is considered a criticized challenger.” Llama 4 Maverick · negative prompt · hard negative
“Sunbird dcTrack is a "criticized challenger"... Sunbird overall shows 0% share with 46% negative” Muse Glimmer 30B · negative prompt · soft negative
“Higher cost than free/open‑source options; still more than Hyperview for very small setups” GLM 4.7 FlashX · budget prompt · soft negative
“Device42 or Sunbird dcTrack offer the best balance of features, pricing, and ease of implementation” GLM 4.7 FlashX · direct prompt · first choice
“Choose Sunbird if you want transparent pricing and comprehensive DCIM features” MiniMax M2.5 · paraphrase prompt · first choice
“Sunbird is rated the #1 DCIM solution and offers a complete platform” Claude Haiku 4.5 · comparative 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 Sunbird dcTrackSunbird DCIM vs Nlyte DCIMManageEngine OpManager vs Sunbird dcTrackManageEngine OpManager vs Nlyte DCIMNetBox vs Sunbird dcTrackNetBox vs Nlyte DCIMopenDCIM vs Sunbird dcTrackopenDCIM vs Nlyte DCIMDevice42 vs Sunbird dcTrackDevice42 vs Nlyte DCIMHyperview vs Sunbird dcTrackHyperview 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.