Index › Products › Semgrep Academy · October 2026 Edition

1 category · Named, not ranked

Semgrep Academy

4Judge labels

0First choices

0Negative labels

3 / 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

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Semgrep Academy was named 1 time in Secure code training, where SecureFlag led with 26%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business23 of 87

under the label threshold

Mid-market62 of 97

under the label threshold

Enterprisenot named

No model named it for this buyer.

In secure code training · 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 Semgrep Academy 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	Since September 2026
Secure code training	Developer platform	0%	62 of 97	0%	1	under 10 labels · led by SecureFlag at 26%

Movement

This is the first edition on this tier, so no move can be computed for Semgrep Academy 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 Semgrep Academy across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	1	1
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	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

Paraphrase2 labelsNone

Comparative0 labelsNone

Budget-constrained1 labelNone

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.

“Combine Snyk Learn + Semgrep Academy + PortSwigger Web Security Academy - all completely free” Kimi K2 · Secure code training · 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 Semgrep Academy, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Semgrep Academy was named but was not.

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ProductSame answerTook the first choice insteadHead to head

SafeStack Academy3 of 42Not among the top eight

SecureFlag3 of 41Not among the top eight

Avatao2 of 40Not among the top eight

Secure Code Warrior2 of 40Not among the top eight

RansomLeak1 of 41Not among the top eight

Top 10 Dev Training1 of 41Not among the top eight

AppSecEngineer1 of 40Not among the top eight

Codebashing1 of 40Not among the top eight

Contrast Secure Code Learning Hub1 of 40Not among the top eight

Hacksplaining1 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 Semgrep Academy. 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 Semgrep Academy and are not a share of its labels.

Domains cited

g2.com3

github.com3

ransomleak.com3

safestack.io3

slashdot.org3

sourceforge.net3

blog.secureflag.com2

cybersectools.com2

help.safestack.io2

sans.org2

Twenty-six of the twenty-six domain citations in answers naming Semgrep Academy came from somebody else's page.

Pages cited

github.com/catchingknives/AppSec-Training3

ransomleak.com/blog/best-secure-coding-training-20263

sourceforge.net/software/compare/HCL-AppScan-vs-Synopsys-Security-Training3

help.safestack.io/knowledge/pricing2

safestack.io/secure-development-training2

sans.org/for-organizations/workforce/risk-management/developer2

slashdot.org/software/comparison/Code-Review-Lab-vs-SafeStack-Academy2

sourceforge.net/software/secure-code-training/for-enterprise2

Pages are listed as the models cited them.

Search and answers

semgrep.dev is not in Google's top ten for any of the category's searches. In the answers, Semgrep Academy takes 0% of first choices and SecureFlag takes 26%.

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In search

Google, US estimates

Position for “secure code training platform”

–

not in the top ten

Position for “secure code training platforms”

–

not in the top ten

Organic visits to its site: about 3,461 a month
Searches its site ranks for: 476 · 63 in the top three
Sites linking to it: 4,217
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

71 ads · 71 text · 43 shown in the last 30 days

First shown September 2024, as Pablo Estrada, verified. Ads started 2025-10 to 2026-09: 48 in the year, 23 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 62 of 97 in secure code training

Segment leader

26%

SecureFlag

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 September 28, 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

ShowHide

Addresses on semgrep.dev

1,549

subdomains included

Content

764

counted in the table below

Documentation

617

Product · Integration

81 · 4

Kind	Pages	Last 90 days	Categories named
Conference or event	369	undated	SAST, SCA
Blog	316	undated	SAST, SCA
Glossary or explainer	37	undated
Case study	19	undated
Comparison	11	undated
Webinar or virtual event	8	undated	SAST
Template or tool	2	undated
Report or ebook	1	undated
News or press	1	undated

Events in person

Upcoming

October 6, 2026SecTor 2026Toronto, Canada · exhibits
October 7, 2026SecTor 2026Toronto, Canada · exhibits
October 8, 2026SecTor 2026Toronto, Canada · exhibits

Last twelve months

August 27, 2026Realms of Cyber 2026Brisbane, Australia

As the event pages on semgrep.dev state them, read September 28, 2026.

How it is countedHide how it is counted

Every page semgrep.dev 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 SAST (17); 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.

Follow Semgrep Academy

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.

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 Semgrep Academy'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 Semgrep Academy, 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 Semgrep Academy by email, built from the raw record of the edition. It shows:

where Semgrep Academy 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 Semgrep Academy, 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.