Zero of fourteen models named NINJIO first on the direct prompt; zero named Microsoft Defender for Office 365 Attack Simulation Training. NINJIO was named by nine of the fourteen models and Microsoft Defender for Office 365 Attack Simulation Training by nine and NINJIO carries 18 labels and Microsoft Defender for Office 365 Attack Simulation Training 15, 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 security awareness 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 | MD | |||||
| Grok 4.20 | ||||||
| Mistral Small | MD | |||||
| DeepSeek V4 Flash | MD | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MD | |||||
| Kimi K2 | MD | |||||
| GLM 4.7 FlashX | MD | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | MD | MD | MD | MD | ||
| Muse Glimmer 30B | MD |
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. Three of four in this category shown.
“The Absolute Cheapest Option: Ninjio ... If you need high volume for low cost: Choose Ninjio.” Qwen 3.7 Flash · budget prompt · first choice
“Choose NINJIO if: Your team experiences content fatigue and you need highly engaging, story-driven content” Gemini 3.5 Flash · comparative prompt · alternative
“If you need a more tailored or story-driven approach, NINJIO is also a strong option.” Mistral Small · direct prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Microsoft Attack Simulation Training and bundled or MSP-delivered offerings may vary substantially by license, configuration, and service scope; confirm exactly what is included.” Perplexity Sonar · negative prompt · soft negative
“It is not automatically a like-for-like replacement for a dedicated training platform.” GPT-6 Luna · comparative prompt · soft negative
“Start with Microsoft Defender if you have the licenses. It is the lowest-hanging fruit.” Qwen 3.7 Flash · paraphrase prompt · first choice
“If you already pay for Mimecast or Microsoft 365: → Check if training is included – often the most cost-effective option.” GLM 4.7 FlashX · budget prompt · alternative
“Budget-Conscious Option ... Less sophisticated than dedicated platforms, but a great starting point if budget is tight.” Kimi K2 · 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.