Every category where a model named Parallels RAS 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Virtual desktops	IT operations and endpoint	2%	9 of 81	0%	13	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Parallels RAS 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 Parallels RAS across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	2	0	2
Perplexity Sonar	0	1	0	1
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	1	0	1
DeepSeek V4 Flash	0	2	1	3
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	1	0	1
GLM 4.7 FlashX	0	2	1	3
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	1	0	0	1

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

Direct5 labelsNone

Paraphrase4 labelsNone

Comparative7 labelsNone

Budget-constrained5 labels1

Scale-constrained1 labelNone

Negative2 labels1not counted in share

First choiceAlternativeMentionNegative24 labels in all, every segment counted; 1 of the 2 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.

“Need a managed full desktop with minimal IT overhead and still cheap: Parallels RAS ~ $10/user” Muse Glimmer 30B · Virtual desktops · budget prompt · first choice

“If you are migrating off legacy Citrix/VMware environments or require hybrid cloud flexibility, Parallels RAS is the smartest choice.” Gemini 3.5 Flash · Virtual desktops · direct prompt · alternative

“Parallels RAS is an alternative to Citrix and Omnissa, offering a highly efficient virtual desktop and application delivery system.” Gemini 3.5 Flash · Virtual desktops · comparative prompt · alternative

“best for mid-sized organizations and service providers seeking straightforward application and desktop delivery” Claude Haiku 4.5 · Virtual desktops · direct prompt · alternative

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.

No model argued against it.

Named alongside

The products named in the same answers as Parallels RAS, over the 24 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Parallels RAS was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Citrix DaaS20 of 244Compare →

Amazon WorkSpaces19 of 241Compare →

Microsoft Azure Virtual Desktop12 of 249Compare →

V2 Cloud12 of 244Compare →

Windows 36510 of 242Compare →

VMware Horizon10 of 241Not among the top eight

Azure Virtual Desktop9 of 244Compare →

Nerdio Manager8 of 240Compare →

Omnissa Horizon5 of 240Not among the top eight

Kasm Workspaces3 of 241Not 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 Parallels RAS. 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 24 of the 24 answers that named Parallels RAS and are not a share of its labels.

Domains cited

venn.com19

getnerdio.com15

ironorbit.com12

apps4rent.com11

myhospitalnow.com9

vagon.io9

apporto.com8

g2.com8

helpwire.app8

infrassist.com8

107 of the 107 domain citations in answers naming Parallels RAS came from somebody else's page.

Pages cited

venn.com/learn/vdi/vdi-solutions11

apporto.com/best-desktop-as-a-service-providers8

apps4rent.com/blog/top-daas-providers8

helpwire.app/blog/best-virtual-desktop8

learn.g2.com/best-virtual-desktop-infrastructure-software8

checkthat.ai/brands/citrix/alternatives7

getnerdio.com/citrix-alternatives7

myhospitalnow.com/blog/top-10-virtual-desktop-infrastructure-vdi-features-pros-cons-compar7

Pages are listed as the models cited them.

Search and answers

parallels.com is not in Google's top ten for any of the category's searches. In the answers, Parallels RAS takes 2% of first choices and Azure Virtual Desktop takes 22%.

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In search

Google, US estimates

Position for “virtual desktop platform”

–

not in the top ten

Position for “virtual desktop platforms”

–

not in the top ten

Searches for its name, Google: 590 a month (“parallels ras”)
AI search demand for its name, est.: 22 a month
Organic visits to its site: about 493,328 a month
Searches its site ranks for: 17,860 · 2,255 in the top three
Sites linking to it: 42,693
Paid Google search: 1 searches its ads show for, about 5 clicks and $38 a month (estimate)

Ads on GoogleDetailLess

118+ ads · 57 text, 34 video, 27 image · 118 shown in the last 30 days

First shown August 2022, as Parallels Technology Canada Corporation, verified. Ads started 2025-11 to 2026-10: 10 in the year, 108 before. 2 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 9 of 81 in virtual desktops

Segment leader

22%

Azure Virtual Desktop

First choices: 1 across its categories
Named in: 24 answers
Its own site cited: in 24 of the answers that named it

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.

What it publishes

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Addresses on parallels.com

10,017

subdomains included

Content

767

counted in the table below

Documentation

5,992

Product · Integration

190 · 29

Kind	Pages	Last 90 days	Latest	Categories named
Blog	379	15	2026-09-22	Virtual desktops, Load balancers
Case study	106	undated
Webinar or virtual event	90	undated
Comparison	81	13	2026-09-02
Glossary or explainer	50	1	2026-08-17
Report or ebook	30	0	2022-08-19
News or press	28	0	2026-06-23
Conference or event	3	1	2026-08-25

Most recent

2026-09-22Vmware fusion free blog
2026-09-18Ras 22 blog
2026-09-16Vs intel blog
2026-09-04Parallels desktop 27 local ai machine learning benchmark mac 2026 blog
2026-09-04Apple silicon blog
2026-09-02Optional adding the parallels desktop installation image comparison

How it is countedHide how it is counted

Every page parallels.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.

Names read as Parallels RAS

What the judge wrote, as written, with how often. The vendor table decides that these count as Parallels RAS; a claim can dispute any of them.

Parallels RAS (Remote Application Server) 1Parallels RAS (hosted) 1

Follow Parallels RAS

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.

The company

Parallels RAS is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Simplify virtual app and desktop management with Parallels Remote Application Server.
parallels.com
Free plan or trial: Try free parallels.com/products
Customers named: AuxiliumACE Technology GroupEdelvivesTSG NetworksMastex SoftwareOnguard4SELLERSSpedition Barth
Not stated on the pages read: Who it is for, price, starting price, integrations, certifications, hosting

What Parallels RAS's own pages state, read October 5, 2026: parallels.com, parallels.com/plans/education, parallels.com/blogs/category/security, parallels.com/products, parallels.com/customers. A claimed page can correct any of them.

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 Parallels RAS'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 Parallels RAS, 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 Parallels RAS by email, built from the raw record of the edition. It shows:

where Parallels RAS 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 Parallels RAS, 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.