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IT AI Index
Index › Products › Windows 365 · October 2026 Edition
2 categories · Ranked

Windows 365

105Judge labels
30First choices
10Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
23% in Virtual desktops for small business buyers
Rank 4 of 81 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 3% of its 32 labels there were negative.
What the models named instead of Windows 365 →
By buyer segmentStrongest at small business.
In virtual desktops · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Windows 365 for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Virtual desktopsIT operations and endpoint9%4 of 813%32accepted challenger
Remote support and remote accessIT operations and endpoint0%40 of 770%1under 10 labels · led by Splashtop Remote Support at 23%

Movement

This is the first edition on this tier, so no move can be computed for Windows 365 yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Windows 365 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini01102
Gemini 3.5 Flash12003
Perplexity Sonar00000
Grok 4.1 Fast03205
Mistral Small10001
DeepSeek V4 Flash12014
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K215006
GLM 4.7 FlashX02002
MiniMax M2.510102
GPT-6 Luna32106
Muse Glimmer 30B00101

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct19 labels8
Paraphrase19 labels7
Comparative13 labels7not counted in share
Budget-constrained19 labels11
Scale-constrained14 labels4
Negative21 labels9not counted in share
First choiceAlternativeMentionNegative105 labels in all, every segment counted; 30 of the 46 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“For most budget-constrained small businesses, Windows 365 or Amazon WorkSpaces offer the best balance of affordability, reliability, and ease of management.” DeepSeek V4 Flash · Virtual desktops · budget prompt · first choice
“For most small to midsize organizations, Windows 365 or Azure Virtual Desktop (if you are all-in on Windows and Azure) are simpler and more cost-effective choices.” Mistral Small · Virtual desktops · negative prompt · first choice
“Microsoft Windows 365 (Cloud PC): The easiest to manage if your IT team is already deeply integrated with Microsoft Intune.” Gemini 3.5 Flash · Virtual desktops · scale prompt · first choice
“Want a personal cloud PC with predictable billing and minimal infrastructure work? Start with Windows 365.” GPT-6 Luna · Virtual desktops · comparative prompt · first choice

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Less flexible; per-user cost regardless of usage; not ideal for pooled/shared” DeepSeek V4 Flash · Virtual desktops · scale prompt · soft negative

Named alongside

The products named in the same answers as Windows 365, over the 105 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Windows 365 was named but was not.
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ProductSame answerTook the first choice insteadHead to head
VMware Horizon30 of 1050Not among the top eight
Omnissa Horizon27 of 1050Not among the top eight
VMware7 of 1050Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Windows 365. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 103 of the 105 answers that named Windows 365 and are not a share of its labels.

Domains cited

venn.com57
getnerdio.com50
ironorbit.com38
learn.microsoft.com38
apps4rent.com36
apporto.com30
inuvika.com27
geekflare.com26
g2.com25
aws.amazon.com23

No domain is on file for Windows 365, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

Search and answers

Where Windows 365 stands in Google search beside where it stands in the models' answers.
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In search

Google, US estimates
Searches for its name, Google
9,900 a month (“windows 365”)
AI search demand for its name, est.
760 a month
Its own site
No site of its own on file, so no site figures

In answers

This edition
Share of first choices
9%
rank 4 of 81 in virtual desktops
Segment leader
22%
Azure Virtual Desktop
First choices
30 across its categories
Named in
105 answers
Its own site cited
No site on file to match

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Windows 365

What the judge wrote, as written, with how often. The vendor table decides that these count as Windows 365; a claim can dispute any of them.
Windows 365 (Cloud PC) 2Windows 365 Enterprise 2Windows 365 (Cloud PCs) 1Windows 365 Business 1

Follow Windows 365

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Windows 365's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Windows 365, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Windows 365 by email, built from the raw record of the edition. It shows:

  • where Windows 365 is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Windows 365, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at the vendor's own domain is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.