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Index › IT › Products › Code Review Lab · November 2026 Edition

Secure code training · Named, not ranked

Code Review Lab

–Too few to rank

6/14Models named it

2First choices

1Warnings

November 2026 Edition · all company sizes counted.

Ranked inSecure code training #19 mid-market

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Code Review Lab has 3.

Why models recommend it

“offers interactive training focused on secure coding at just $7/month per user, making it one of the most affordable options available”Claude Haiku 4.5 · Budget-constrained question · first choice

“Move to SafeStack Academy or Code Review Lab if you need centralized reporting and practical exercises”Perplexity Sonar · Budget-constrained question · alternative

What gives them pause

“reviews are sparse and it lacks the depth/lab quality of PortSwigger or SecureFlag”DeepSeek V4 Flash · Budget-constrained question · warning

Also on the shortlist

The products named in the same answers as Code Review Lab, over the 10 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
SafeStack Academy	7	2	View →
Secure Code Warrior Learning Platform	6	1	View →
SecureFlag	5	1	View →
Snyk Learn	4	1	View →
Avatao	3	0	View →
PortSwigger Web Security Academy	2	2	View →
Coursera	2	1	View →
KnowBe4	2	0	View →
TryHackMe	2	0	View →
Wizer	2	0	View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Code Review Lab came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 10 of the 10 answers that named Code Review Lab and are not a share of its labels.

Domains cited

g2.com8

guideflow.com8

sourceforge.net8

comparitech.com7

slashdot.org7

ransomleak.com6

blog.secureflag.com5

reddit.com4

gartner.com3

aws.amazon.com2

No domain is on file for Code Review Lab, so its own site is not marked.

Pages cited

guideflow.com/blog/application-security-training8

comparitech.com/net-admin/best-secure-code-training-tools7

ransomleak.com/blog/best-secure-coding-training-20266

blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms5

g2.com/categories/secure-code-training/small-business4

reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_o4

sourceforge.net/software/secure-code-training4

sourceforge.net/software/secure-code-training/for-small-business4

Pages are listed as the models cited them.

By model

How each model answered on Code Review Lab across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	First choice	Alternative	Warning	Labels
Claude Haiku 4.5	1	0	0	1
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	1	0	1
Grok 4.20	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	1	1
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	0	0