# Data center infrastructure management for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "DCIM tool" and as "data center infrastructure management software", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/it/operations/data-center-infrastructure-management/enterprise

**Standing:** Nlyte DCIM leads with 38% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Nlyte DCIM](https://www.gane.ai/index/it/vendors/nlyte-dcim/index.md) | 38% | 14% | 65 |
| 2 | [Sunbird dcTrack](https://www.gane.ai/index/it/vendors/sunbird-dctrack/index.md) | 17% | 0% | 32 |
| 3 | [Sunbird DCIM](https://www.gane.ai/index/it/vendors/sunbird-dcim/index.md) | 17% | 0% | 21 |
| 4 | [Schneider Electric EcoStruxure IT](https://www.gane.ai/index/it/vendors/schneider-electric-ecostruxure-it/index.md) | 6% | 10% | 42 |
| 5 | [Hyperview](https://www.gane.ai/index/it/vendors/hyperview/index.md) | 6% | 21% | 28 |
| 7 | [Device42](https://www.gane.ai/index/it/vendors/device42/index.md) | 4% | 12% | 42 |
| 11 | [FNT Command](https://www.gane.ai/index/it/vendors/fnt-command/index.md) | 0% | 6% | 18 |
| 12 | [Vertiv](https://www.gane.ai/index/it/vendors/vertiv/index.md) | 0% | 8% | 13 |
| 66 | [openDCIM](https://www.gane.ai/index/it/vendors/opendcim/index.md) | 0% | 90% | 10 |
| 67 | [Vertiv Trellis](https://www.gane.ai/index/it/vendors/vertiv-trellis/index.md) | 0% | 75% | 20 |

Rank is by share of first choices among all 67 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Sunbird dcTrack; alternatives Cormant-CS, FNT Command, Modius OpenData, Schneider Electric EcoStruxure IT Advisor
- Gemini 3.5 Flash: Schneider Electric; alternatives Hyperview, Nlyte DCIM, Sunbird Software, Vertiv
- Perplexity Sonar: Nlyte DCIM; alternatives Device42, Schneider Electric EcoStruxure IT, Sunbird dcTrack
- Grok 4.20: Nlyte DCIM; alternatives Device42, Schneider Electric EcoStruxure IT, Sunbird dcTrack
- Mistral Small: Nlyte DCIM, Sunbird DCIM; alternatives Device42, Hyperview
- DeepSeek V4 Flash: Nlyte DCIM; alternatives Device42, Hyperview, Schneider Electric EcoStruxure IT, Sunbird DCIM
- Llama 4 Maverick: Sunbird dcTrack; alternatives Device42, EcoStruxure IT Advisor, Hyperview, Nlyte DCIM
- Qwen 3.7 Flash: Device42, Schneider Electric EcoStruxure IT, Sunbird dcTrack; alternatives Nlyte DCIM
- Kimi K2: Nlyte DCIM; alternatives Device42, Schneider Electric EcoStruxure IT, Sunbird dcTrack
- GLM 4.7 FlashX: Nlyte DCIM, Sunbird dcTrack; alternatives Device42, EkkoSense, FNT Command, Hyperview
- MiniMax M2.5: Nlyte DCIM, Sunbird DCIM; alternatives Schneider Electric EcoStruxure IT
- GPT-6 Luna: Sunbird dcTrack + Power IQ; alternatives FNT Command, Nlyte DCIM, Schneider Electric EcoStruxure IT
- Muse Glimmer 30B: Nlyte DCIM; alternatives Device42, Schneider Electric EcoStruxure IT, Sunbird dcTrack

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- guideflow.com: 41 answers, 41 citations
- g2.com: 37 answers, 41 citations
- sunbirddcim.com: 35 answers, 50 citations
- reliamag.com: 31 answers, 31 citations
- gane.ai/index: 27 answers, 28 citations
- techtarget.com: 25 answers, 27 citations
- bestdevops.com: 18 answers, 18 citations
- parse.gl: 17 answers, 17 citations

Pages named in the most answers:

- https://guideflow.com/blog/dcim-software (41 answers)
- https://g2.com/categories/data-center-infrastructure-management-dcim/enterprise (36 answers)
- https://reliamag.com/topics/guides/best-dcim-software (28 answers)
- https://gane.ai/index/it/operations/data-center-infrastructure-management/enterprise (26 answers)
- https://techtarget.com/news/Top-data-center-infrastructure-management-software-in-2026/857317 (20 answers)
- https://bestdevops.com/top-10-data-center-infrastructure-management-dcim-software-features-pros-cons-comparison (18 answers)
- https://sunbirddcim.com/ (18 answers)
- https://parse.gl/topics/dcim-software-for-large-enterprises (17 answers)
- https://wizbrand.com/tutorials/top-10-data-center-infrastructure-management-dcim-software-features-pros-cons-comparison (16 answers)
- https://journal.uptimeinstitute.com/dcim-past-and-present-whats-changed (15 answers)

## Warned against

- Vertiv Trellis: 15 of 20 labels negative. "was discontinued in 2021; Vertiv's current platform software is Unify, which consolidates power, thermal, and building management systems and which Vertiv does not call DCIM" (Muse Glimmer 30B, comparative prompt)
- openDCIM: 9 of 10 labels negative. "relying on a fully open-source platform like OpenDCIM for a large enterprise operation carries high risks" (Muse Glimmer 30B, negative prompt)
- Nlyte DCIM: 9 of 65 labels negative. "Legacy or Outdated Platforms (e.g., Nlyte DCIM, FNT Command Platform)... avoid if your environment involves AI workloads, multi-cloud, or strict ESG reporting" (Grok 4.20, negative prompt)
- Device42: 5 of 42 labels negative. "Device42 is strong for discovery and dependency mapping, but it may not provide the same depth of physical rack, power, cooling, and facility-capacity management" (Perplexity Sonar, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: Schneider Electric EcoStruxure IT (18%) to Nlyte DCIM (38%). Margin 32 points, beyond the floor.

- Nlyte DCIM: 16% to 38%, +22. Cleared the floor by 11 points · rank 3 → 1 of 67.
- Schneider Electric EcoStruxure IT: 18% to 6%, −12. Cleared the floor by 1 point · rank 1 → 4 of 67.
- Sunbird: 8% to 0%, −8. Inside the floor by 3 points · rank 5 → 19 of 67.
- Sunbird DCIM: 10% to 17%, +7. Inside the floor by 4 points · rank 4 → 3 of 67.
- Hyperview: 0% to 6%, +6. Inside the floor by 5 points · rank 22 → 5 of 67.
- FNT Command: 2% to 0%, −2. Inside the floor by 9 points · rank 8 → 11 of 67.
- Vertiv Trellis: 2% to 0%, −2. Inside the floor by 9 points · rank 18 → 67 of 67.
- Sunbird dcTrack: 18% to 17%, −1. Inside the floor by 10 points · rank 2 of 67, unchanged.
- Device42: 4% to 4%, ±0. Inside the floor by 11 points · rank 6 → 7 of 67.
- Vertiv: 0% to 0%, ±0. Inside the floor by 11 points · rank 24 → 12 of 67.
- NetBox: 0% to 0%, ±0. Inside the floor by 11 points · rank 86 → 65 of 67.
- openDCIM: 0% to 0%, ±0. Inside the floor by 11 points · rank 87 → 66 of 67.

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.