Four of fourteen models named Azure Virtual Desktop first on the direct prompt; one named Amazon WorkSpaces. Azure Virtual Desktop was named by thirteen of the fourteen models and Amazon WorkSpaces by fourteen and Azure Virtual Desktop carries 41 labels and Amazon WorkSpaces 61, 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.
Across every category in the October 2026 Edition, Azure Virtual Desktop and Amazon WorkSpaces were named in the same answer ninety-four times, of the 133 answers naming Azure Virtual Desktop and the 181 naming Amazon WorkSpaces. In those answers Amazon WorkSpaces took the first choice four times and Azure Virtual Desktop twenty-nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | AW | AW | ||||
| GPT-5.4 mini | AW | AW | AW | |||
| Gemini 3.5 Flash | AW | |||||
| Perplexity Sonar | AW | |||||
| Grok 4.1 Fast | AW | AW | AW | |||
| Mistral Small | AW | AW | ||||
| DeepSeek V4 Flash | AW | AW | AW | |||
| Llama 4 Maverick | AW | |||||
| Qwen 3.7 Flash | AW | AW | AW | AW | ||
| Kimi K2 | AW | |||||
| GLM 4.7 FlashX | AW | AW | ||||
| MiniMax M2.5 | AW | AW | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | AW | AW | AW |
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. Six of eight in this category shown.
“avoid or be cautious with Amazon WorkSpaces, Citrix DaaS, Azure Virtual Desktop (for non-Windows needs), and Shells” Mistral Small · negative prompt · hard negative
“Reasons to avoid: No text/data transfer from local machine to VM, additional technical support is paid” MiniMax M2.5 · negative prompt · hard negative
“AWS has published end-of-life timelines for some WorkSpaces client versions and support changes for PCoIP-based WorkSpaces Personal, which is a strong signal to avoid deployments that depend on deprecated clients or protocols.” GPT-5.4 mini · negative prompt · soft negative
“If I had to make a single recommendation without more constraints, I'd pick Amazon WorkSpaces for most mid-sized B2B companies” Perplexity Sonar · paraphrase prompt · first choice
“Windows 365 or Amazon WorkSpaces offer the best balance of affordability, reliability, and ease of management.” DeepSeek V4 Flash · budget prompt · first choice
“For most mid-sized B2B companies, Microsoft Azure Virtual Desktop or Amazon WorkSpaces are excellent choices” Mistral Small · paraphrase 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.