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Index › Products › Sangfor HCI · October 2026 Edition
1 category · Named, not ranked

Sangfor HCI

4Judge labels
0First choices
0Negative labels
4 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Sangfor HCI was named 2 times in Server virtualization, where Proxmox VE led with 42%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In server virtualization · 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 Sangfor HCI 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
Server virtualization platformsCloud and infrastructure0%37 of 780%2under 10 labels · led by Proxmox VE at 42%

Movement

This is the first edition on this tier, so no move can be computed for Sangfor HCI 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 Sangfor HCI 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 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00101
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct1 labelNone
Paraphrase2 labelsNone
Comparative1 labelNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative4 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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 Sangfor HCI, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Sangfor HCI was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Proxmox VE4 of 41Not among the top eight
VMware vSphere2 of 42Not among the top eight
Microsoft Hyper-V2 of 40Not among the top eight
Nutanix AHV2 of 40Not among the top eight
Scale Computing HC32 of 40Not among the top eight
Nutanix Cloud Infrastructure1 of 41Not among the top eight
Arcfra AVE1 of 40Not among the top eight
Citrix Hypervisor1 of 40Not among the top eight
HPE Morpheus VM Essentials1 of 40Not among the top eight
Hyper-V1 of 40Not 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 Sangfor HCI. 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 4 of the 4 answers that named Sangfor HCI and are not a share of its labels.

Domains cited

northflank.com3
sangfor.comYour site3
us.fitgap.com3
arcfra.com2
diskinternals.com2
g2.com2
gitnux.org2
globalcybersecuritynetwork.com2
guideflow.com2
info2soft.com2

Twenty of the twenty-three domain citations in answers naming Sangfor HCI came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

sangfor.com ranks 9 on Google for the category's searches. In the answers, Sangfor HCI takes 0% of first choices and Proxmox VE takes 42%.
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In search

Google, US estimates
Position for “server virtualization platform”
–
not in the top ten
Position for “server virtualization platforms”
9

In answers

This edition
Share of first choices
0%
rank 37 of 78 in server virtualization
Segment leader
42%
Proxmox VE
First choices
0 across its categories
Named in
4 answers
Its own site cited
in 4 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 sangfor.com
377
subdomains included
Content
317
counted in the table below
Documentation
5
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog89132026-09-29MDR, SASE
News or press6602025-04-30SASE
Case study40undatedMDR, SASE
Webinar or virtual event29undated
Comparison2702026-01-14
Podcast or video26undatedMDR
Glossary or explainer22undatedFirewalls
Report or ebook902025-10-23
Conference or event6undated
Template or tool3undatedMDR, SASE
How it is countedHide how it is counted

Every page sangfor.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. Of its titles that name a category, most name MDR (13); 0 name the category the models place it in. 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 September 29, 2026.

Names read as Sangfor HCI

What the judge wrote, as written, with how often. The vendor table decides that these count as Sangfor HCI; a claim can dispute any of them.
Sangfor HCI / aSV 1

Follow Sangfor HCI

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

Sangfor HCI is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Hyperconverged Infrastructure Fully Converge Your Data Center
Customers named
UNIKA Atma JayaMinistry of Communications of Malaysia
Not stated on the pages read
Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting

What Sangfor HCI's own pages state, read October 6, 2026: sangfor.com. 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 Sangfor HCI'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 Sangfor HCI, 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 Sangfor HCI by email, built from the raw record of the edition. It shows:

  • where Sangfor HCI 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 Sangfor HCI, 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 sangfor.com 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.