Zero of fourteen models named Security Journey first on the direct prompt; zero named OWASP Secure Coding Dojo. Security Journey was named by eleven of the fourteen models and OWASP Secure Coding Dojo by nine and Security Journey carries 32 labels and OWASP Secure Coding Dojo 14, so the shares are not directly comparable.
Named in two categories 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.
“often compared unfavorably to competitors in evaluations... Video-heavy content that some users feel lacks depth and interactivity” MiniMax M2.5 · negative prompt · soft negative
“often more expensive and formal, suitable for organizations that prefer traditional e-learning structures over hands-on labs” Qwen 3.7 Flash · comparative prompt · soft negative
“Security Journey offers Mid-Cost training, but a Mid-Cost solution might not be the best fit for you.” Muse Glimmer 30B · budget prompt · soft negative
“Start with Secure Code Warrior or Security Journey for a structured enterprise program” GPT-6 Luna · comparative prompt · first choice
“or Security Journey (for budget flexibility)” MiniMax M2.5 · paraphrase prompt · first choice
“a stronger structured option for small organizations, with role-based paths and compliance-oriented reporting, but pricing should be confirmed directly” Perplexity Sonar · budget prompt · alternative
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.