# Secure Code Warrior vs SafeStack Academy: which do AI models recommend for secure code training, October 2026

IT AI Recommendation Index, October 2026 Edition, Secure code training. Three of fourteen models named Secure Code Warrior first on the direct prompt; zero named SafeStack Academy. Page: https://it-ai-index.com/developer/secure-code-training/secure-code-warrior-vs-safestack-academy/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Secure Code Warrior | 18% | #2 of 7 | 20% | 51 | 14 of 14 |
| SafeStack Academy | 12% | #3 of 7 | 0% | 20 | 11 of 14 |

## The direct prompt, model by model

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

## What the models said about Secure Code Warrior

- "Secure Code Warrior has the most consistent negative feedback and is the one I'd be most cautious about." (DeepSeek V4 Flash, negative prompt, hard negative)
- "Avoid Secure Code Warrior unless your budget comfortably exceeds $50k/year" (DeepSeek V4 Flash, 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, negative prompt, soft negative)
- "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, 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, 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, scale prompt, first choice)

## What the models said about SafeStack Academy

- "I'd typically recommend starting with Top 10 Dev Training or SafeStack Academy for cost-effective compliance coverage" (Kimi K2, paraphrase prompt, first choice)
- "Start with SafeStack or Secure Code Warrior as your primary platform—it's affordable, scalable, and delivers quick wins." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "For the absolute best value: Start with RansomLeak (free if under 25 employees) or SafeStack ($30/user/year)" (Kimi K2, budget prompt, first choice)

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.