Two of fourteen models named Microsoft Azure Virtual Desktop first on the direct prompt; three named Citrix DaaS. Microsoft Azure Virtual Desktop was named by twelve of the fourteen models and Citrix DaaS by fourteen and Microsoft Azure Virtual Desktop carries 25 labels and Citrix DaaS 66, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories 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.
Across every category in the October 2026 Edition, Microsoft Azure Virtual Desktop and Citrix DaaS were named in the same answer sixty-seven times, of the 79 answers naming Microsoft Azure Virtual Desktop and the 186 naming Citrix DaaS. In those answers Citrix DaaS took the first choice eleven times and Microsoft Azure Virtual Desktop thirty-two.
| Model | DirectMA | ParaphraseMA | ComparativeMA | Budget-constrainedMA | Scale-constrainedMA | NegativeMA |
|---|---|---|---|---|---|---|
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Licensing bait-and-switch — Look for companies with a recent history of sudden pricing changes or forced bundling (Citrix is the prime example).” DeepSeek V4 Flash · negative prompt · hard negative
“avoid or be cautious with Amazon WorkSpaces, Citrix DaaS, Azure Virtual Desktop (for non-Windows needs), and Shells” Mistral Small · negative prompt · hard negative
“Avoid: Enterprise tools like Citrix/VMware (often $100+/user/year + infra) unless scaling big.” Grok 4.1 Fast · budget prompt · hard negative
“Citrix DaaS and Amazon WorkSpaces are top choices due to their scalability, security, and flexibility” Mistral Small · direct prompt · first choice
“often recommended for mid-market IT teams that want managed VDI delivery with clear control boundaries” Claude Haiku 4.5 · direct prompt · first choice
“Citrix is the go-to for complex, high-performance environments and hybrid/multi-cloud support.” GLM 4.7 FlashX · 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.