IT AI Index
Index Vendors › Brakeman · September 2026 Edition
1 category · Named, not ranked

Brakeman

15Judge labels
0First choices
5Negative labels
6 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
6 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Brakeman was named 6 times in SAST, where Semgrep led with 47%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In sast · 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 Brakeman 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 rateLabelsQuadrant
Static application security testingDeveloper platform0%16 of 4717%6under 10 labels · led by Semgrep at 47%

Movement

This is the first edition on this tier, so no move can be computed for Brakeman 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 Brakeman across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00011
Grok 4.1 Fast00000
Mistral Small01001
DeepSeek V4 Flash01001
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K201001
GLM 4.7 FlashX00101
MiniMax M2.500000

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
Comparative0 labelsNone
Budget-constrained9 labelsNone
Scale-constrained0 labelsNone
Negative5 labelsNone
First choiceAlternativeMentionNegative15 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.

“A language-specific linter (Bandit, gosec, Brakeman) for depth” DeepSeek V4 Flash · SAST · budget prompt · alternative
“for Ruby on Rails, Brakeman is tailored to the framework” Mistral Small · SAST · budget prompt · alternative
“Brakeman for Ruby) as needed” Kimi K2 · SAST · budget prompt · alternative
“Ruby on Rails: Brakeman” Gemini 3.5 Flash · SAST · 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.

“Brakeman is Rails-specific, so they are poor fits outside those ecosystems” Perplexity Sonar · SAST · negative prompt · soft negative

Named alongside

The products named in the same answers as Brakeman, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Brakeman was named but was not.
ProductSame answerTook the first choice insteadHead to head
Bandit15 of 150Not in the top three
Semgrep14 of 1510Not in the top three
SonarQube14 of 151Not in the top three
CodeQL12 of 150Not in the top three
gosec11 of 150Not in the top three
Checkmarx One7 of 151Not in the top three
Veracode7 of 151Not in the top three
Snyk Code7 of 150Not in the top three
Codacy5 of 150Not in the top three
OpenText Fortify5 of 150Not 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 Brakeman. 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 11 of the 15 answers that named Brakeman and are not a share of its labels.

Domains cited

appsecsanta.com9
dev.to9
checkmarx.com8
safeguard.sh8
appscan.dev6
corgea.com6
endorlabs.com5
zeropath.com5
aicodereview.cc4
aikido.dev4

No domain is on file for Brakeman, so its own site is not marked.

Pages cited

Pages are listed as the models cited 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 Brakeman'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 Brakeman, 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 the vendor's own domain 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.

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