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Index › Products › Qevlar AI · October 2026 Edition
1 category · Named, not ranked

Qevlar AI

7Judge labels
0First choices
0Negative labels
5 / 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
4 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Qevlar AI was named 4 times in AI SOC agents, where Dropzone AI led with 24%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In ai soc agents · 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 Qevlar AI 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
AI SOC agentsSecurity operations0%34 of 1040%4under 10 labels · led by Dropzone AI at 24%

Movement

This is the first edition on this tier, so no move can be computed for Qevlar AI 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 Qevlar AI 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 Sonar00000
Grok 4.1 Fast00101
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna10001
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
Direct0 labelsNone
Paraphrase3 labelsNone
Comparative4 labels1not counted in share
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative7 labels in all, every segment counted; 0 of the 1 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 a mixed-vendor stack, compare Dropzone, Prophet, and Qevlar.” GPT-6 Luna · AI SOC agents · comparative prompt · first choice
“Qevlar AI (Best for deep investigation)” GLM 4.7 FlashX · AI SOC agents · paraphrase 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 Qevlar AI, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Qevlar AI was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Dropzone AI7 of 75Not among the top eight
Radiant Security6 of 71Not among the top eight
Prophet Security4 of 71Not among the top eight
Microsoft Security Copilot4 of 70Not among the top eight
UnderDefense Agentic AI SOC2 of 71Not among the top eight
CrowdStrike Charlotte AI2 of 70Not among the top eight
Intezer AI SOC2 of 70Not among the top eight
Palo Alto Cortex AgentiX2 of 70Not among the top eight
SentinelOne Purple AI2 of 70Not among the top eight
Torq2 of 70Not 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 Qevlar AI. 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 7 of the 7 answers that named Qevlar AI and are not a share of its labels.

Domains cited

d3security.com5
qevlar.comYour site4
swimlane.com4
underdefense.com4
cybervendorguide.com3
dropzone.ai3
expertinsights.com3
intezer.com3
panther.com3
resources.rework.com3

Thirty-one of the thirty-five domain citations in answers naming Qevlar AI came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

What it publishes

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Addresses on qevlar.com
223
subdomains included
Content
156
counted in the table below
Documentation
1
Product · Integration
6 · 44
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Glossary or explainer63undatedEDR, MDR
Blog6032026-08-27MDR, SOAR
Comparison1402025-08-19
Case study602025-10-31
News or press622026-09-17
Report or ebook412026-07-07
Webinar or virtual event312026-08-07
How it is countedHide how it is counted

Every page qevlar.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.

Follow Qevlar AI

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

Qevlar AI is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
AI-powered cloud security alert investigation and remediation platform that autonomously analyzes alerts, identifies threats, and suggests remedial actions within 90 seconds.
Customers named
AlmondNomiosSodexoGlobalConnect
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting

What Qevlar AI's own pages state, read October 6, 2026: qevlar.com, qevlar.com/solutions/cloud, qevlar.com/customer-stories, qevlar.com/integrations. 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 Qevlar AI'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 Qevlar AI, 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 Qevlar AI by email, built from the raw record of the edition. It shows:

  • where Qevlar AI 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 Qevlar AI, 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 qevlar.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.