Data center infrastructure management · RankedSchneider Electric EcoStruxure IT
Schneider Electric EcoStruxure IT is a data center infrastructure management product that collects telemetry from multi-vendor IT infrastructure · schneider-electric.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
NetBox is first at 41%.
Sunbird DCIM is first at 26%. 0 of 14 models made it the first choice when asked directly.
Nlyte DCIM is first at 38%.
Why models recommend it
“Power/cooling monitoring first? → Schneider EcoStruxure IT (especially with Schneider hardware)”DeepSeek V4 Flash · Comparative question · first choice
“Schneider EcoStruxure IT leads in power, cooling, and thermal risk management”Kimi K2 · Comparative question · first choice
“If power usage effectiveness (PUE), sustainability, and cooling optimization are priorities → Schneider EcoStruxure.”Grok 4.20 · Comparative question · alternative
“ideal if you already use Schneider's power and cooling gear... Hardware-ecosystem lock-in”GLM 4.7 FlashX · Comparative question · alternative
What gives them pause
“recent evaluation indexes show it has a high "negative label rate" (around 40-45%) among small-to-medium business buyers”Qwen 3.7 Flash · Negative question · warning
“More established enterprise options... though they may require more implementation effort and cost.”Grok 4.20 · Paraphrase question · warning
“lists Schneider Electric EcoStruxure IT at 0% first-choice share with a 42% negative rate”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as Schneider Electric EcoStruxure IT, over the 78 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 63 | 16 | View → | |
| 54 | 5 | View → | |
| 36 | 5 | View → | |
| 29 | 4 | View → | |
| 28 | 12 | View → | |
| 24 | 0 | View → | |
| 21 | 6 | View → | |
| 17 | 3 | View → | |
| 16 | 0 | View → | |
| 15 | 0 | View → |
What the models named instead of Schneider Electric EcoStruxure IT →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 75 of the 78 answers that named Schneider Electric EcoStruxure IT and are not a share of its labels.
Domains cited
231 of the 252 domain citations in answers naming Schneider Electric EcoStruxure IT came from a third party's page. Twenty-one were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |