Ten of fourteen models named Secure Code Warrior Learning Platform first on the direct prompt; zero named OWASP Secure Coding Dojo. Secure Code Warrior Learning Platform was named by fourteen of the fourteen models and OWASP Secure Coding Dojo by nine and Secure Code Warrior Learning Platform carries 63 labels and OWASP Secure Coding Dojo 14, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the secure code training page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid premium platforms such as Secure Code Warrior or SecureFlag unless their stronger language coverage, labs, and analytics justify the higher cost” Perplexity Sonar · budget prompt · hard negative
“What to Avoid ... Enterprise-focused; typically high per-user cost and requires annual contracts.” DeepSeek V4 Flash · budget prompt · hard negative
“Be most cautious about Secure Code Warrior given its consistently poor developer reception” DeepSeek V4 Flash · negative prompt · hard negative
“Secure Code Warrior, now the developer training engine behind Black Duck Developer Security Training, is a strong core fit for mid-size B2B” Muse Glimmer 30B · paraphrase prompt · first choice
“Choose Secure Code Warrior if you want high engagement, gamification, skills assessments, and broad rollout to many developers.” GPT-5.4 mini · comparative prompt · first choice
“If you want the biggest hands-on challenge library and enterprise benchmarking, Secure Code Warrior is the consensus #1.” Muse Glimmer 30B · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“often recommended as supplements for practical labs but aren't full commercial platforms” Grok 4.20 · comparative prompt · soft negative
“Zero budget, hands-on: OWASP Secure Coding Dojo + Secure Code Game. Both are free to self-host and run internally” Muse Glimmer 30B · budget prompt · first choice
“If you need a zero-cost, self-hosted option and can spare staff time to run it, OWASP's Secure Coding Dojo is free software” GPT-6 Luna · budget prompt · alternative
“For a low-cost start, combine the OWASP Secure Coding Dojo with PortSwigger's free interactive Web Security Academy” GPT-6 Luna · paraphrase prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.