Data center infrastructure management · November 2026 Edition
openDCIM vs Sunbird dcTrack
Zero of fourteen models named openDCIM first on the direct prompt; one named Sunbird dcTrack. openDCIM was named by thirteen of the fourteen models and Sunbird dcTrack by eleven and both carry 20 labels, so the shares below are directly comparable.
openDCIM
criticized challengerNamed in one category this edition.
Sunbird dcTrack
accepted challengerNamed in one category this edition.
First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 13; printed, not drawn.
Labels2020Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, openDCIM 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 openDCIM · Sunbird DCIM vs Sunbird dcTrack · ManageEngine OpManager vs openDCIM
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.
openDCIMFirst choices, of fourteen modelsSunbird dcTrack
Direct011 against Sunbird dcTrack
Paraphrase01
Comparative01
Budget-constrained701 against Sunbird dcTrack
Scale-constrained00
Negative005 against openDCIM · 2 against Sunbird dcTrack
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, openDCIM and Sunbird dcTrack were named in the same answer twenty-four times, of the 92 answers naming openDCIM and the 68 naming Sunbird dcTrack. In those answers Sunbird dcTrack took the first choice one time and openDCIM six.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where openDCIM and Sunbird dcTrack stood in it.
| Model | DirectOPSD | ParaphraseOPSD | ComparativeOPSD | Budget-constrainedOPSD | Scale-constrainedOPSD | NegativeOPSD |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | SD | OP | ||||
| GPT-5.4 mini | SD | OP | ||||
| Gemini 3.5 Flash | OP | OP | ||||
| Perplexity Sonar | SD | SD | OP | |||
| Grok 4.20 | SD | OP | SD | SD | ||
| Mistral Small | OP | OP | ||||
| DeepSeek V4 Flash | SD | OP | OP | |||
| Llama 4 Maverick | OP | SD | ||||
| Qwen 3.7 Flash | OP | OP | ||||
| Kimi K2 | OP | |||||
| GLM 4.7 FlashX | SD | SD | OPSD | OP | ||
| MiniMax M2.5 | SD | OP | OP | |||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | SD | OP | SD |
OP openDCIMSD Sunbird dcTrackOP first choiceOP named as an alternativeOP argued againstblank: not namedEach cell is one answer, openDCIM on the left and Sunbird dcTrack on the right.
The direct prompt
The plain question, one answer per model, grouped by where openDCIM and Sunbird dcTrack stood in it.
Sunbird dcTrack first, openDCIM not the choice
1 of 14 modelsopenDCIM 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
Neither was the first choice, one was named
1 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
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Hyperview, Sunbird DCIM
GPT-5.4 miniNlyte DCIM alternatives: Device42, OpManager Nexus, 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
Mistral SmallDevice42, Sunbird DCIM alternatives: Nlyte DCIM, netTerrain DCIM
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
openDCIM leads by twenty-four points.
openDCIM24%#2 of 11
Sunbird dcTrack0%#9 of 11
The full small business standing →Mid-marketThe figures above
openDCIM leads by nine points.
openDCIM12%#4 of 13
Sunbird dcTrack4%#7 of 13
The full mid-market standing →Enterprise
The order flips: Sunbird dcTrack leads at enterprise.
Sunbird dcTrack17%#2 of 10
openDCIM0%#9 of 10
The full enterprise standing →What the models said about openDCIM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Has multiple critical security vulnerabilities... Requires extensive security hardening before production use” GLM 4.7 FlashX · negative prompt · hard negative
“Open-source solutions like OpenDCIM may carry higher risks for large enterprise operations due to potential security vulnerabilities, limited support, and development sustainability concerns.” MiniMax M2.5 · negative prompt · soft negative
“*Use with caution* ... Generally seen as outdated and feature-poor” DeepSeek V4 Flash · negative prompt · soft negative
“openDCIM is recommended for focused rack and asset inventory on a limited budget, and is available for free under GPLv3” Claude Haiku 4.5 · budget prompt · first choice
“the best DCIM tool is openDCIM (free, open‑source) or NetBox (also free/self‑hosted)” GLM 4.7 FlashX · budget prompt · first choice
“the best DCIM option is usually openDCIM if you can handle some DIY setup and support” GPT-5.4 mini · budget prompt · first choice
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
Also compared
Sunbird DCIM vs openDCIMSunbird DCIM vs Sunbird dcTrackManageEngine OpManager vs openDCIMManageEngine OpManager vs Sunbird dcTrackNetBox vs openDCIMNetBox vs Sunbird dcTrackopenDCIM vs Device42openDCIM vs HyperviewopenDCIM vs Nlyte DCIMDevice42 vs Sunbird dcTrackHyperview 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.