Ten of fourteen models named Sunbird DCIM first on the direct prompt; zero named openDCIM. Sunbird DCIM was named by fourteen of the fourteen models and openDCIM by thirteen and Sunbird DCIM carries 28 labels and openDCIM 20, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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.
Across every category in the November 2026 Edition, Sunbird DCIM and openDCIM were named in the same answer seventeen times, of the 70 answers naming Sunbird DCIM and the 92 naming openDCIM. In those answers openDCIM took the first choice two times and Sunbird DCIM four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | OP | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | OP | OP | ||||
| Perplexity Sonar | OP | |||||
| Grok 4.20 | OP | |||||
| Mistral Small | OP | |||||
| DeepSeek V4 Flash | OP | |||||
| Llama 4 Maverick | OP | |||||
| Qwen 3.7 Flash | OP | OP | ||||
| Kimi K2 | OP | |||||
| GLM 4.7 FlashX | OP | |||||
| MiniMax M2.5 | OP | OP | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | OP |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“criticized for high cost and complexity, and are generally recommended to be avoided by small businesses” Mistral Small · negative prompt · soft negative
“Reviewers consistently note it's expensive” Kimi K2 · paraphrase prompt · soft negative
“Sunbird pairs its dcTrack asset management module with Power IQ for energy monitoring, and it has a reputation as one of the more approachable mid-market DCIM options” Claude Haiku 4.5 · direct prompt · first choice
“Device42 or Sunbird DCIM offer the best balance of functionality, ease of use, cost-effectiveness, and scalability” Claude Haiku 4.5 · paraphrase prompt · first choice
“Sunbird DCIM is frequently cited as the leading choice due to its balance of deep functionality and accessibility” Qwen 3.7 Flash · direct prompt · first choice
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
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.