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Index › Products › Cisco Secure Workload · October 2026 Edition
Cisco · 1 category · Ranked

Cisco Secure Workload

95Judge labels
4First choices
26Negative labels
14 / 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.
Best standing
4% in Microsegmentation for small business buyers
Rank 24 of 94 in the mid-market standingcriticized challenger
0 of 14 models made it the first choice on the direct prompt; 25% of its 28 labels there were negative.
What the models named instead of Cisco Secure Workload →
By buyer segmentRead the same way at every buyer size.
In microsegmentation · 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 Cisco Secure Workload 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
MicrosegmentationNetwork and edge0%24 of 9425%28criticized challenger

Movement

This is the first edition on this tier, so no move can be computed for Cisco Secure Workload 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 Cisco Secure Workload 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 4.501113
GPT-5.4 mini01001
Gemini 3.5 Flash00011
Perplexity Sonar02002
Grok 4.1 Fast00123
Mistral Small02002
DeepSeek V4 Flash01023
Llama 4 Maverick00303
Qwen 3.7 Flash01001
Kimi K200101
GLM 4.7 FlashX01012
MiniMax M2.501001
GPT-6 Luna03003
Muse Glimmer 30B02002

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
Direct20 labels2
Paraphrase16 labelsNone
Comparative26 labels1not counted in share
Budget-constrained9 labels2
Scale-constrained9 labelsNone
Negative15 labelsNone
First choiceAlternativeMentionNegative95 labels in all, every segment counted; 4 of the 5 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.

“Cisco Secure Workload lets you consolidate segmentation with vulnerability management and network access control in one console.” MiniMax M2.5 · Microsegmentation · comparative prompt · alternative
“Often selected for organizations that want segmentation tied to a larger enterprise security/network stack” Perplexity Sonar · Microsegmentation · comparative prompt · alternative
“Cisco Secure Workload enables application-aware microsegmentation with behavior-based policy recommendations” Claude Haiku 4.5 · Microsegmentation · direct prompt · alternative
“Cisco Secure Workload as suitable for enterprises wanting segmentation inside an existing networking stack” Muse Glimmer 30B · Microsegmentation · negative 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.

“Frequently called out as problematic... "the worst product"... Avoid if you lack deep expertise or time for constant tweaks.” Grok 4.1 Fast · Microsegmentation · negative prompt · hard negative
“agents that can't run on OT/IoT devices or legacy systems, and deployment complexity is a frequent concern” Claude Haiku 4.5 · Microsegmentation · negative prompt · soft negative
“Cons: Complex, expensive, may be overkill for basic segmentation needs” GLM 4.7 FlashX · Microsegmentation · paraphrase prompt · soft negative
“Complexity overload... this tool can easily become "shelfware."” Gemini 3.5 Flash · Microsegmentation · negative prompt · soft negative

Named alongside

The products named in the same answers as Cisco Secure Workload, over the 94 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Cisco Secure Workload was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Illumio Segmentation77 of 9442Not among the top eight
Akamai Guardicore Segmentation72 of 9414Not among the top eight
VMware NSX48 of 940Not among the top eight
Zero Networks Segment44 of 9410Not among the top eight
Elisity36 of 942Not among the top eight
ColorTokens Xshield35 of 9411Not among the top eight
Zscaler Private Access16 of 944Not among the top eight
Illumio Core10 of 945Not among the top eight
Nutanix Flow Network Security9 of 940Not among the top eight
Palo Alto Networks8 of 940Not 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 Cisco Secure Workload. 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 90 of the 94 answers that named Cisco Secure Workload and are not a share of its labels.

Domains cited

elisity.com65
peerspot.com45
tigera.io41
cybersecuritynews.com37
forrester.com37
gartner.com35
illumio.com33
zeronetworks.com33
cyberpress.org32
aimultiple.com31

389 of the 389 domain citations in answers naming Cisco Secure Workload came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

Where Cisco Secure Workload 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
390 a month (“cisco secure workload”)
AI search demand for its name, est.
11 a month
Its own site
It sits on Cisco's site (cisco.com), so there are no site figures for it alone

In answers

This edition
Share of first choices
0%
rank 24 of 94 in microsegmentation
Segment leader
25%
ColorTokens Xshield
First choices
4 across its categories
Named in
94 answers
Its own site cited
in 90 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.

Names read as Cisco Secure Workload

What the judge wrote, as written, with how often. The vendor table decides that these count as Cisco Secure Workload; a claim can dispute any of them.
Cisco Secure Workload (formerly Tetration) 3

Follow Cisco Secure Workload

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

Cisco is the company behind Cisco Secure Workload.
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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 Cisco Secure Workload'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 Cisco Secure Workload, 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 Cisco Secure Workload by email, built from the raw record of the edition. It shows:

  • where Cisco Secure Workload 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 Cisco Secure Workload, 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 cisco.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.