# SecureFlag: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 41 judge labels across 1 category by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/secureflag

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Secure code training](https://www.gane.ai/index/it/developer/secure-code-training/index.md) | 12% | 2 | 7% | 41 |

## What the models said for it

- "Choose SecureFlag if you need a comprehensive solution that covers AI security, provides auditor-ready reports, and mirrors real coding workflows." (Qwen 3.7 Flash, Secure code training)
- "Choose SecureFlag if you want realistic hands-on remediation, stronger workflow realism, and AI-era secure coding/threat modeling." (GPT-5.4 mini, Secure code training)
- "prioritize platforms that let developers work in actual IDEs with real code (like SecureFlag, which gets high marks for this approach)" (Kimi K2, Secure code training)
- "My default: pilot SecureFlag if your goal is practical exercises developers can apply to your stack." (GPT-6 Luna, Secure code training)

## And against it

- "Avoid premium platforms such as Secure Code Warrior or SecureFlag" (Perplexity Sonar, Secure code training)
- "competitors like Secure Code Warrior or SecureFlag (which often start in the $10k+ range)" (Qwen 3.7 Flash, Secure code training)
- "Labs may have issues when using a VPN, and initial setup can feel overly complex" (Claude Haiku 4.5, Secure code training)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 1 | 3 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 1 | 1 | 0 | 1 | 3 |
| Grok 4.20 | 1 | 1 | 1 | 0 | 3 |
| Mistral Small | 0 | 3 | 0 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 0 | 4 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 0 | 0 | 1 | 3 |
| Kimi K2 | 1 | 2 | 2 | 0 | 5 |
| GLM 4.7 FlashX | 2 | 0 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 2 | 2 | 0 | 0 | 4 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SecureFlag, from 135 of the 137 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 73
- gane.ai/index: 66
- securecodewarrior.com: 60
- sourceforge.net: 57
- securityjourney.com: 47
- reddit.com: 46
- blog.secureflag.com: 44 (its own site)
- ransomleak.com: 41
- topbusinesssoftware.com: 39
- secureflag.com: 37 (its own site)

### Pages cited

- https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms: 41
- https://ransomleak.com/blog/best-secure-coding-training-2026: 41
- https://reddit.com/r/cybersecurity/comments/1ip5cke/what_platform_do_you_use_to_train_developers_on: 41
- https://topbusinesssoftware.com/categories/secure-code-training: 38
- https://comparitech.com/net-admin/best-secure-code-training-tools: 36
- https://www.gane.ai/index/it/developer/secure-code-training/enterprise: 34
- https://guideflow.com/blog/application-security-training: 34
- https://veracode.com/developers/training: 27

## In its own words

What SecureFlag's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Industry-leading Developer Security Enablement Platform (https://secureflag.com/)
- For: developers, DevOps, security teams, and engineering leaders (https://secureflag.com/)
- Price stated: View pricing (https://secureflag.com/)
- Starting price: 270 (https://www.secureflag.com/pricing)
- Free plan or trial: Start for free; 7-day free trial (https://www.secureflag.com/pricing)
- Certifications: SOC 2, PCI DSS, HIPAA, OWASP ASVS, ISO 27001, NIST SSDF
- Customers named: Talend, SurePay, Abrantix, Betfred, Honorlock, Admiral, Alogent, Tide

## What it publishes

Every page secureflag.com exposes, read 2026-10-05: 334 addresses. By kind, pages and the last 90 days:

- blog: 271 pages, 17 in the last 90 days, latest 2026-10-02
- case study: 8 pages, 1 in the last 90 days, latest 2026-09-16
- conference or event: 1 pages, 0 in the last 90 days, latest 2023-06-01
- report or ebook: 17 pages, 2 in the last 90 days, latest 2026-07-17
- comparison: 3 pages, 1 in the last 90 days, latest 2026-10-02
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2025-11-01
- podcast or video: 8 pages, 3 in the last 90 days, latest 2026-09-08
- Recent: 2026-10-02 blog: Ai coding assistants security https://blog.secureflag.com/2026/10/02/ai-coding-assistants-security
- Recent: 2026-10-02 comparison: Secureflag vs secure code warrior https://blog.secureflag.com/2026/10/02/secureflag-vs-secure-code-warrior
- Recent: 2026-09-29 blog: Threat modeling while code is being written https://blog.secureflag.com/2026/09/29/threat-modeling-while-code-is-being-written
- Recent: 2026-09-25 blog: Best secure coding training platforms https://blog.secureflag.com/2026/09/25/best-secure-coding-training-platforms
- Recent: 2026-09-25 blog: Secure ai applications owasp aisvs https://blog.secureflag.com/2026/09/25/secure-ai-applications-owasp-aisvs
- Recent: 2026-09-23 blog: Training where developers write code https://blog.secureflag.com/2026/09/23/training-where-developers-write-code

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.