# SecureFlag vs SafeStack Academy: 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; zero named SafeStack Academy. Page: https://it-ai-index.com/developer/secure-code-training/secureflag-vs-safestack-academy/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| SecureFlag | 26% | #1 of 7 | 2% | 48 | 14 of 14 |
| SafeStack Academy | 12% | #3 of 7 | 0% | 20 | 11 of 14 |

## The direct prompt, model by model

- 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)
- Mistral Small: secureflag first (first choices: RansomLeak, SecureFlag, Security Journey)
- 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)
- 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)
- Kimi K2: neither first, one named (first choices: Security Journey) (alternatives: Checkmarx Codebashing, Secure Code Warrior, SecureFlag)
- Muse Glimmer 30B: neither first, one named (first choices: Secure Code Warrior) (alternatives: SecureFlag)
- Grok 4.1 Fast: neither named (first choices: SecureFlag Secure Coding Training) (alternatives: Secure Code Warrior, Security Journey)

## 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 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.