Four of fourteen models named Azure Virtual Desktop first on the direct prompt; two named Microsoft Azure Virtual Desktop. Azure Virtual Desktop was named by thirteen of the fourteen models and Microsoft Azure Virtual Desktop by twelve and Azure Virtual Desktop carries 41 labels and Microsoft Azure Virtual Desktop 25, so the shares are not directly comparable.
Named in two categories 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 virtual desktops page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MA | MA | MA | |||
| GPT-5.4 mini | MA | |||||
| Gemini 3.5 Flash | MA | |||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | MA | MA | MA | |||
| Mistral Small | MA | |||||
| DeepSeek V4 Flash | MA | MA | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MA | MA | MA | MA | ||
| Kimi K2 | MA | |||||
| GLM 4.7 FlashX | MA | MA | MA | |||
| MiniMax M2.5 | MA | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | MA |
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. Six of eight in this category shown.
“Reasons to avoid: Cloud-only with no on-site option, Windows only (no Linux provisions)” MiniMax M2.5 · negative prompt · hard negative
“Azure Virtual Desktop (classic): avoid or migrate immediately.” GPT-6 Luna · negative prompt · hard negative
“be cautious if you want to avoid vendor lock-in, since it is exclusive to Microsoft Azure; it can also bring cost, latency, and operational complexity concerns” Perplexity Sonar · negative prompt · soft negative
“If your company runs on Microsoft 365, go with Azure Virtual Desktop managed via Nerdio. It is the most scalable, secure, and cost-efficient platform” Gemini 3.5 Flash · direct prompt · first choice
“Azure Virtual Desktop has no per-user access fee if you already have Microsoft 365 E3/E5/E7—significant savings for Microsoft shops.” Kimi K2 · scale prompt · first choice
“the best default choice is usually Azure Virtual Desktop (AVD) if you already have eligible Microsoft licenses” GPT-5.4 mini · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Cost concerns: Users report costs escalating quickly ... Complexity: Setup is noted as not straightforward” DeepSeek V4 Flash · negative prompt · soft negative
“Microsoft dominates cloud-native virtual desktops through two distinct offerings: Azure Virtual Desktop (AVD): A highly flexible, consumption-based cloud VDI platform.” Gemini 3.5 Flash · comparative prompt · first choice
“Best if you are already deep in the Microsoft ecosystem (Azure AD + M365). Often the most cost-effective for general knowledge workers.” Qwen 3.7 Flash · scale prompt · first choice
“Already all-in on Microsoft 365? → Azure Virtual Desktop (if you want control) or Windows 365 (if you want simplicity).” DeepSeek V4 Flash · comparative 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.