# SecureFlag vs Security Journey: which do AI models recommend for secure code training, October 2026

IT AI Recommendation Index, October 2026 Edition, Secure code training. Nine of fourteen models named SecureFlag first on the direct prompt; two named Security Journey. Page: https://it-ai-index.com/developer/secure-code-training/secureflag-vs-security-journey/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| SecureFlag | 26% | #1 of 7 | 2% | 48 | 14 of 14 |
| Security Journey | 4% | #4 of 7 | 3% | 37 | 14 of 14 |

## The direct prompt, model by model

- Mistral Small: both first (first choices: RansomLeak, SecureFlag, Security Journey)
- GPT-5.4 mini: secureflag first (first choices: SecureFlag) (alternatives: Immersive, Secure Code Warrior)
- Perplexity Sonar: secureflag first (first choices: SecureFlag) (alternatives: Secure Code Warrior)
- DeepSeek V4 Flash: secureflag first (first choices: SecureFlag) (alternatives: Secure Code Warrior, Security Journey)
- Llama 4 Maverick: secureflag first (first choices: SecureFlag)
- Qwen 3.7 Flash: secureflag first (first choices: SecureFlag) (alternatives: Checkmarx Codebashing, SafeStack Academy, Security Journey)
- GLM 4.7 FlashX: secureflag first (first choices: SecureFlag) (alternatives: Secure Code Warrior, Security Journey)
- MiniMax M2.5: secureflag first (first choices: SecureFlag) (alternatives: SafeStack Academy, Secure Code Warrior, Security Journey, Wizer)
- GPT-6 Luna: secureflag first (first choices: SecureFlag) (alternatives: Secure Code Warrior, Snyk Learn)
- Kimi K2: security journey first (first choices: Security Journey) (alternatives: Checkmarx Codebashing, Secure Code Warrior, SecureFlag)
- Claude Haiku 4.5: neither first, one named (first choices: Secure Code Warrior) (alternatives: AppSecEngineer, SecureFlag)
- Gemini 3.5 Flash: neither first, one named (first choices: Secure Code Warrior) (alternatives: AppSecEngineer, SecureFlag, Security Journey)
- Grok 4.1 Fast: neither first, one named (first choices: SecureFlag Secure Coding Training) (alternatives: Secure Code Warrior, Security Journey)
- Muse Glimmer 30B: neither first, one named (first choices: Secure Code Warrior) (alternatives: SecureFlag)

## What the models said about SecureFlag

- "Low review volume, limited long-term track record, minor integration issues" (DeepSeek V4 Flash, negative prompt, soft negative)
- "SecureFlag offers the strongest combination of practical depth, modern threat coverage (including AI risks), and workflow integration" (Qwen 3.7 Flash, direct prompt, first choice)
- "SecureFlag and Secure Code Warrior are the leaders when it comes to AI‑code readiness and AI‑software governance" (GLM 4.7 FlashX, comparative prompt, first choice)
- "Choose SecureFlag if you want hands-on labs, workflow integration, threat modeling, and compliance evidence." (GPT-5.4 mini, comparative prompt, first choice)

## What the models said about Security Journey

- "Users find the learning curve steep due to lack of hands-on exercises, making the experience feel like a chore." (Muse Glimmer 30B, negative prompt, soft negative)
- "Security Journey is also highly regarded for its robust cybersecurity education and focus on coding challenges" (Mistral Small, direct prompt, first choice)
- "Security Journey ⭐ Best for Mid-Market" (Kimi K2, direct prompt, first choice)
- "Security Journey differentiates itself through hands-on labs providing complete application environments rather than code snippets." (Claude Haiku 4.5, comparative prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.