IT AI Index

Index › Vendors › Beagle Security · September 2026 Edition

1 category · Named, not ranked

Beagle Security

5Judge labels

0First choices

0Negative labels

3 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Beagle Security was named 3 times in PTaaS, where Cobalt led with 44%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business18 of 57

under the label threshold

Mid-market22 of 76

under the label threshold

Enterprisenot named

No model named it for this buyer.

In ptaas · 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 Beagle Security 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
Penetration testing as a service	Security operations	0%	22 of 76	0%	3	under 10 labels · led by Cobalt at 44%

Movement

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

By model

How each model treated Beagle Security across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Labels
Claude Haiku 4.5	1	1
GPT-5.4 mini	0	0
Gemini 3.5 Flash	1	1
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	1	1
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0

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

Paraphrase0 labelsNone

Comparative2 labelsNone

Budget-constrained2 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative5 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.

“Startups and DevSecOps teams benefit most from Agenti AI pentesting platforms like Beagle Security” Claude Haiku 4.5 · PTaaS · comparative prompt · alternative

“If you need continuous scanning on a tight monthly budget → Beagle Security or Intruder” DeepSeek V4 Flash · PTaaS · budget prompt · alternative

“Best for Web App & API Pentesting: Beagle Security... one of the most budget-friendly ways” Gemini 3.5 Flash · PTaaS · budget 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 Beagle Security, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Beagle Security was named but was not.

ProductSame answerTook the first choice insteadHead to head

Astra Security4 of 51Not in the top three

BreachLock4 of 51Not in the top three

Cobalt3 of 52Not in the top three

Vonahi Security vPenTest2 of 51Not in the top three

Packetlabs2 of 50Not in the top three

UnderDefense2 of 50Not in the top three

Rapid71 of 51Not in the top three

Bishop Fox1 of 50Not in the top three

Bug Circuit1 of 50Not in the top three

Coalfire1 of 50Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 Beagle Security. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 4 of the 5 answers that named Beagle Security and are not a share of its labels.

Domains cited

beaglesecurity.comYour site4

deepstrike.io3

getastra.com3

softwaresecured.com3

underdefense.com3

brightdefense.com2

g2.com2

redbotsecurity.com2

synack.com2

accio.com1

Twenty-one of the twenty-five domain citations in answers naming Beagle Security came from somebody else's page.

Pages cited

beaglesecurity.com/blog/article/top-penetration-testing-companies.html4

deepstrike.io/blog/top-penetration-testing-companies3

softwaresecured.com/post/top-10-penetration-testing-vendors3

underdefense.com/blog/penetration-testing-services3

brightdefense.com/resources/top-penetration-testing-companies2

getastra.com/blog/penetration-testing/companies2

redbotsecurity.com/penetration-testing-companies2

synack.com/blog/best-penetration-testing-companies2

Pages are listed as the models cited them.

Names read as Beagle Security

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

Beagle Security Essential 1

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 Beagle Security'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 Beagle Security, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at beaglesecurity.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.