Every category where a model named Secure Code Warrior 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	18%	2 of 97	20%	51	accepted challenger

Movement

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

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	0	2	0	3
GPT-5.4 mini	0	2	0	2	4
Gemini 3.5 Flash	4	1	0	1	6
Perplexity Sonar	1	1	1	0	3
Grok 4.1 Fast	2	2	0	1	5
Mistral Small	1	0	1	0	2
DeepSeek V4 Flash	2	1	0	2	5
Llama 4 Maverick	0	0	2	0	2
Qwen 3.7 Flash	1	0	0	2	3
Kimi K2	1	2	1	1	5
GLM 4.7 FlashX	1	1	0	0	2
MiniMax M2.5	0	1	2	0	3
GPT-6 Luna	1	2	1	0	4
Muse Glimmer 30B	3	0	0	1	4

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

Direct34 labels12

Paraphrase16 labels7

Comparative35 labels20not counted in share

Budget-constrained23 labels4

Scale-constrained16 labels4

Negative29 labels1not counted in share

First choiceAlternativeMentionNegative153 labels in all, every segment counted; 27 of the 48 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.

“look for platforms that offer hands-on "break-fix" labs (like SecureFlag or AppSecEngineer) or highly gamified developer-first tournaments (like Secure Code Warrior)” Gemini 3.5 Flash · Secure code training · negative prompt · first choice

“Secure Code Warrior: Highly gamified, excellent language/framework coverage, and has rolled out extensive modules for securing AI-assisted coding.” Gemini 3.5 Flash · Secure code training · scale prompt · first choice

“Prioritize platforms that scale well for mid-sized enterprises (e.g., Secure Code Warrior, Security Journey, SecureFlag, Veracode Security Labs)” Grok 4.1 Fast · Secure code training · scale prompt · first choice

“Secure Code Warrior’s gamified, trust‑scored approach makes it ideal for organizations wanting strong developer engagement” GLM 4.7 FlashX · Secure code training · comparative prompt · first choice

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.

“Secure Code Warrior has the most consistent negative feedback and is the one I'd be most cautious about.” DeepSeek V4 Flash · Secure code training · negative prompt · hard negative

“Avoid Secure Code Warrior unless your budget comfortably exceeds $50k/year” DeepSeek V4 Flash · Secure code training · paraphrase prompt · hard negative

“Trustpilot includes recent complaints that the training feels more like testing than teaching. So I wouldn't call it a scam; I'd just recommend piloting it before buying enterprise-wide.” GPT-5.4 mini · Secure code training · negative prompt · soft negative

“the caution points that come up repeatedly are: dated / repetitive challenge content, limited language/framework coverage for some stacks, reporting and LMS integration friction” Muse Glimmer 30B · Secure code training · negative prompt · soft negative

Named alongside

The products named in the same answers as Secure Code Warrior, over the 153 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Secure Code Warrior was named but was not.

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ProductSame answerTook the first choice insteadHead to head

SecureFlag118 of 15333Compare →

Security Journey97 of 15310Compare →

SafeStack Academy41 of 15311Compare →

Snyk Learn41 of 1537Compare →

Veracode Security Labs40 of 1530Not among the top eight

Avatao36 of 1530Not among the top eight

AppSecEngineer24 of 1530Not among the top eight

Checkmarx Codebashing23 of 1530Not among the top eight

Codebashing16 of 1531Not among the top eight

SANS14 of 1530Not 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 Secure Code Warrior. 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 149 of the 153 answers that named Secure Code Warrior and are not a share of its labels.

Domains cited

g2.com93

ransomleak.com91

sourceforge.net89

securecodewarrior.comYour site88

securityjourney.com88

gartner.com78

us.fitgap.com60

f6s.com59

secureflag.com58

slashdot.org51

667 of the 755 domain citations in answers naming Secure Code Warrior came from somebody else's page.

Pages cited

ransomleak.com/blog/best-secure-coding-training-202690

gartner.com/reviews/market/secure-code-training-tools78

securityjourney.com/secure-development-training52

sourceforge.net/software/secure-code-training49

f6s.com/software/category/secure-coding-training46

g2.com/categories/secure-code-training46

blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms41

securecodewarrior.com/plans41

Pages are listed as the models cited them.

Search and answers

securecodewarrior.com ranks 2 on Google for the category's searches. In the answers, Secure Code Warrior takes 18% of first choices and SecureFlag takes 26%.

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In search

Google, US estimates

Position for “secure code training platform”

Position for “secure code training platforms”

–

not in the top ten

Searches for its name, Google: 1,000 a month (“secure code warrior”)
AI search demand for its name, est.: 22 a month
Organic visits to its site: about 2,802 a month
Searches its site ranks for: 785 · 42 in the top three
Sites linking to it: 2,182
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

26 ads · 17 text, 9 video · 7 shown in the last 30 days

First shown October 2024, as SECURE CODE WARRIOR LIMITED, verified. Ads started 2025-11 to 2026-10: 6 in the year, 20 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

18%

rank 2 of 97 in secure code training

Segment leader

26%

SecureFlag

First choices: 27 across its categories
Named in: 153 answers
Its own site cited: in 149 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.

What it publishes

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Addresses on securecodewarrior.com

10,041

subdomains included

Content

1,193

counted in the table below

Documentation

Product · Integration

36 · 3

Kind	Pages	Last 90 days	Latest	Categories named
News or press	717	undated		Secure code training, AI coding
Blog	321	10	2026-10-01	IaC, Secure code training
Webinar or virtual event	109	undated
Case study	11	0	2026-01-06
Conference or event	8	undated
Report or ebook	7	undated
Podcast or video	7	undated
Comparison	6	0	2022-02-08
Glossary or explainer	5	0	2025-08-27
Template or tool	2	0	2017-09-27

Most recent

2026-10-01Cybersecurity awareness month 2026 understanding ai security is critical to enterprise defense blog
2026-09-16Enabler 8 branding your program blog
2026-09-15Every employee is now on the frontline of ai cybersecurity blog
2026-08-24Enabler 7 developer recognition blog
2026-07-29Secure code warrior named in gartner hype cycle for application security blog
2026-07-21Are you a ciso or engineering leader worried about the security and cost of llm code generation blog

Events in person

Last twelve months

September 22, 2026 to September 24, 2026Gartner Security & Risk Management SummitLondon · exhibited
August 4, 2026 to August 5, 2026Gartner Security & Risk Management SummitSao Paulo · exhibited
July 22, 2026 to July 24, 2026Gartner Security & Risk Management SummitTokyo · exhibited
June 1, 2026 to June 3, 2026Gartner Security & Risk Management SummitNational Harbor · exhibited
March 16, 2026 to March 17, 2026Gartner Security & Risk Management SummitSydney · exhibited
March 9, 2026 to March 10, 2026Gartner Security & Risk Management SummitMumbai · exhibited

As the event pages on securecodewarrior.com state them, read October 5, 2026.

How it is countedHide how it is counted

Every page securecodewarrior.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.

Names read as Secure Code Warrior

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

Secure Code Warrior (SCW) 4

Follow Secure Code Warrior

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

Secure Code Warrior is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI Software Governance platform
securecodewarrior.com
For: organizations
securecodewarrior.com
Certifications: PCIPCI-DSSrole-based certificationscertification program
Customers named: SageKamer van KoophandelPaysafeEnvestnetJPMorgan ChaseNational Australia BankNetcetera AGWorkday
Not stated on the pages read: Price, starting price, free plan or trial, integrations, hosting

What Secure Code Warrior's own pages state, read October 5, 2026: securecodewarrior.com, securecodewarrior.com/plans, trust.securecodewarrior.com, securecodewarrior.com/product/learning, securecodewarrior.com/company/customers. 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 Secure Code Warrior'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 Secure Code Warrior, 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 Secure Code Warrior by email, built from the raw record of the edition. It shows:

where Secure Code Warrior 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 Secure Code Warrior, 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.

Badges

Wins only: a badge exists where Secure Code Warrior is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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Secure Code Warrior is among the products AI models recommend first in Secure code training this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/developer/secure-code-training/"><img src="https://it-ai-index.com/badges/2026-10/secure-code-warrior--secure-code-training-wide.svg" alt="Among AI models' top three in Secure code training, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Secure code training standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/developer/secure-code-training/"><img src="https://it-ai-index.com/badges/2026-10/secure-code-warrior--secure-code-training-square.svg" alt="Among AI models' top three in Secure code training, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Secure code training standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/developer/secure-code-training/"><img src="https://it-ai-index.com/badges/2026-10/secure-code-warrior--secure-code-training-compact.svg" alt="Among AI models' top three in Secure code training, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Secure code training standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.