Five of fourteen models named Microsoft Azure Virtual Desktop first on the direct prompt; zero named Parallels RAS. Microsoft Azure Virtual Desktop was named by twelve of the fourteen models and Parallels RAS by thirteen and Microsoft Azure Virtual Desktop carries 20 labels and Parallels RAS 27, 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 virtual desktops page.
Across every category in the November 2026 Edition, Microsoft Azure Virtual Desktop and Parallels RAS were named in the same answer fourteen times, of the 69 answers naming Microsoft Azure Virtual Desktop and the 50 naming Parallels RAS. In those answers Parallels RAS took the first choice zero times and Microsoft Azure Virtual Desktop eleven.
| Model | DirectMA | ParaphraseMA | ComparativeMA | Budget-constrainedMA | Scale-constrainedMA | NegativeMA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MA | |||||
| GPT-5.4 mini | MA | MA | ||||
| Gemini 3.5 Flash | MA | |||||
| Perplexity Sonar | MA | |||||
| Grok 4.20 | MA | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | MA | MA | MA | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MA | |||||
| Kimi K2 | MA | MA | ||||
| GLM 4.7 FlashX | MA | MA | MA | |||
| MiniMax M2.5 | MA | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | MA | 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. Three of four in this category shown.
“If you are Microsoft 365/Intune already, Windows 365 for per-user persistent desktops and AVD for pooled/multi-session use is the lowest-friction mid-market path today.” Muse Glimmer 30B · direct prompt · first choice
“Choose Azure Virtual Desktop (AVD) if you want to optimize cost using Windows Multi-Session and want full control over your Azure virtual network.” Gemini 3.5 Flash · comparative prompt · first choice
“Microsoft Azure Virtual Desktop (AVD) often ranks highly for built-in features like Reverse Connect (no inbound ports), MFA, conditional access” Grok 4.20 · negative 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.
“for very large published-application environments... can strain at high application counts” Perplexity Sonar · negative prompt · soft negative
“If you have a dedicated IT person: Use Parallels RAS. It is the best bang-for-buck on the market right now.” Qwen 3.7 Flash · budget prompt · first choice
“Best for: SMBs or mid-market firms that need multi-cloud flexibility without Citrix-level complexity and cost.” Kimi K2 · comparative prompt · alternative
“A cost-effective, simplified alternative to Citrix/VMware, popular with SMBs and mid-market organizations.” DeepSeek V4 Flash · comparative prompt · alternative
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.