Five of fourteen models named Microsoft Azure Virtual Desktop first on the direct prompt; three named Windows 365. Microsoft Azure Virtual Desktop was named by twelve of the fourteen models and Windows 365 by thirteen and Microsoft Azure Virtual Desktop carries 20 labels and Windows 365 35, 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 Windows 365 were named in the same answer twenty-six times, of the 69 answers naming Microsoft Azure Virtual Desktop and the 119 naming Windows 365. In those answers Windows 365 took the first choice zero times and Microsoft Azure Virtual Desktop thirteen.
| Model | DirectMAW3 | ParaphraseMAW3 | ComparativeMAW3 | Budget-constrainedMAW3 | Scale-constrainedMAW3 | NegativeMAW3 |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MA | |||||
| GPT-5.4 mini | MA | W3 | MA | |||
| Gemini 3.5 Flash | MA | W3 | W3 | |||
| Perplexity Sonar | MA | W3 | W3 | |||
| Grok 4.20 | W3 | W3 | MA | |||
| Mistral Small | W3 | |||||
| DeepSeek V4 Flash | MAW3 | W3 | MA | MA | ||
| Llama 4 Maverick | W3 | |||||
| Qwen 3.7 Flash | MAW3 | W3 | ||||
| Kimi K2 | W3 | MAW3 | MAW3 | W3 | W3 | |
| GLM 4.7 FlashX | MAW3 | MAW3 | MAW3 | W3 | ||
| MiniMax M2.5 | W3 | MA | ||||
| GPT-6 Luna | W3 | W3 | W3 | |||
| Muse Glimmer 30B | MAW3 | W3 | MAW3 | W3 | W3 |
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. Five of six in this category shown.
“It is generally cheaper than the competing product, Windows 365 (which has a flat monthly rate regardless of usage)” Qwen 3.7 Flash · budget prompt · soft negative
“Windows 365 and Azure Virtual Desktop deployments sit directly in that blast radius” Muse Glimmer 30B · negative prompt · soft negative
“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
“Windows 365 or Azure Virtual Desktop (with a management tool like Nerdio) offers the best balance of features, cost, and manageability” Kimi K2 · direct prompt · first choice
“Azure Virtual Desktop (or Windows 365) offers the best balance of cost, scalability, and manageability” GLM 4.7 FlashX · direct 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.