Virtual desktops · November 2026 Edition
V2 Cloud vs Windows 365
Two of fourteen models named V2 Cloud first on the direct prompt; three named Windows 365. V2 Cloud was named by eleven of the fourteen models and Windows 365 by thirteen and V2 Cloud carries 31 labels and Windows 365 35, so the shares are not directly comparable.
Named in one category this edition.
Windows 365
accepted challengerNamed in one category this edition.
First-choice share15%13%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#4A position in a field of 11; printed, not drawn.
Labels3135A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, V2 Cloud reading right to left. Rank and label count are printed, not drawn.Amazon WorkSpaces was named alongside these two in eleven of the fourteen direct answers. Azure Virtual Desktop vs V2 Cloud · Azure Virtual Desktop vs Windows 365 · Microsoft Azure Virtual Desktop vs V2 Cloud
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
V2 CloudFirst choices, of fourteen modelsWindows 365Direct23
Paraphrase33
Comparative01
Budget-constrained401 against Windows 365
Scale-constrained02
Negative011 against Windows 365
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, V2 Cloud and Windows 365 were named in the same answer forty-nine times, of the 89 answers naming V2 Cloud and the 119 naming Windows 365. In those answers Windows 365 took the first choice thirteen times and V2 Cloud sixteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where V2 Cloud and Windows 365 stood in it.
| Model | DirectW3 | ParaphraseW3 | ComparativeW3 | Budget-constrainedW3 | Scale-constrainedW3 | NegativeW3 |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | W3 | |||||
| Gemini 3.5 Flash | | | W3 | W3 | ||
| Perplexity Sonar | | | | W3 | W3 | |
| Grok 4.20 | W3 | | W3 | | ||
| Mistral Small | | W3 | ||||
| DeepSeek V4 Flash | W3 | W3 | ||||
| Llama 4 Maverick | W3 | | ||||
| Qwen 3.7 Flash | W3 | W3 | ||||
| Kimi K2 | W3 | W3 | W3 | | W3 | W3 |
| GLM 4.7 FlashX | W3 | W3 | W3 | W3 | ||
| MiniMax M2.5 | | W3 | ||||
| GPT-6 Luna | W3 | W3 | W3 | |||
| Muse Glimmer 30B | W3 | W3 | W3 | | W3 | W3 |
V2 CloudW3 Windows 365 first choice named as an alternative argued againstblank: not namedEach cell is one answer, V2 Cloud on the left and Windows 365 on the right.The direct prompt
The plain question, one answer per model, grouped by where V2 Cloud and Windows 365 stood in it.
V2 Cloud first, Windows 365 an alternative
2 of 14 modelsWindows 365 was named in the answer but not as the choice, or not at all.Llama 4 MaverickKasm Workspaces, V2 Cloud alternatives: Cameyo, Windows 365
MiniMax M2.5V2 Cloud alternatives: Amazon WorkSpaces, Azure Virtual Desktop, Inuvika OVD Enterprise, Microsoft Windows 365
Windows 365 first, V2 Cloud an alternative
3 of 14 modelsV2 Cloud was named in the answer but not as the choice, or not at all.Kimi K2Azure Virtual Desktop, Windows 365 alternatives: Workspot
GLM 4.7 FlashXMicrosoft Azure Virtual Desktop, Windows 365 alternatives: Citrix DaaS, Parallels RAS
Muse Glimmer 30BMicrosoft Azure Virtual Desktop, Windows 365 alternatives: Amazon WorkSpaces, Citrix DaaS, Omnissa Horizon, Parallels RAS, V2 Cloud
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarAzure Virtual Desktop alternatives: Amazon WorkSpaces, Nerdio Manager with AVD, V2 Cloud
Grok 4.20Nerdio Manager for Microsoft Azure Virtual Desktop (AVD) or Windows 365 alternatives: Amazon WorkSpaces, Citrix DaaS, Parallels RAS, V2 Cloud, Windows 365
DeepSeek V4 FlashMicrosoft Azure Virtual Desktop, Nerdio Manager alternatives: Amazon WorkSpaces, V2 Cloud, Windows 365
GPT-6 LunaAzure Virtual Desktop alternatives: Amazon WorkSpaces, Citrix DaaS, Windows 365
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Citrix DaaS, Microsoft Azure Virtual Desktop alternatives: Amazon WorkSpaces
GPT-5.4 miniMicrosoft Azure Virtual Desktop alternatives: Amazon WorkSpaces, Citrix DaaS
Gemini 3.5 FlashMicrosoft Windows 365 alternatives: Amazon WorkSpaces, Azure Virtual Desktop, Dizzion
Mistral SmallAzure Virtual Desktop, Nerdio Manager for MSP alternatives: Amazon WorkSpaces, Citrix DaaS, Omnissa Horizon, Parallels RAS
Qwen 3.7 FlashMicrosoft Windows 365 alternatives: Amazon WorkSpaces, Azure Virtual Desktop, Parallels RAS
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
V2 Cloud leads by seven points.
V2 Cloud32%#1 of 9Windows 36525%#2 of 9
The full small business standing →Mid-marketThe figures above
V2 Cloud leads by two points.
V2 Cloud15%#3 of 11Windows 36513%#4 of 11
The full mid-market standing →Enterprise
The order flips: Windows 365 leads at enterprise.
Windows 36516%#4 of 9
V2 Cloud0%#– of 9What the models said about V2 Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“some of the top virtual desktop platforms for mid-market B2B companies include V2 Cloud, Windows 365, Kasm Workspaces, and Cameyo by Google” Llama 4 Maverick · direct prompt · first choice
“No IT team / need quick onboarding: V2 Cloud ~$40/mo or Apps4Rent ~$10/user/mo managed is the most budget-friendly managed route.” Muse Glimmer 30B · budget prompt · first choice
“V2 Cloud stands out as the best virtual desktop (VDI/DaaS) platform for most companies with a limited budget” Grok 4.20 · budget prompt · first choice
What the models said about Windows 365
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
Also compared
Azure Virtual Desktop vs V2 CloudAzure Virtual Desktop vs Windows 365Microsoft Azure Virtual Desktop vs V2 CloudMicrosoft Azure Virtual Desktop vs Windows 365V2 Cloud vs Microsoft Windows 365V2 Cloud vs Kasm WorkspacesV2 Cloud vs Parallels RASV2 Cloud vs Citrix DaaSWindows 365 vs Microsoft Windows 365Windows 365 vs Kasm WorkspacesWindows 365 vs Parallels RASWindows 365 vs Citrix DaaSAll twenty-eight head-to-head pages and the full virtual desktops standing
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.