Thirteen of fourteen models named KnowBe4 first on the direct prompt; zero named Microsoft Defender for Office 365 Attack Simulation Training. KnowBe4 was named by fourteen of the fourteen models and Microsoft Defender for Office 365 Attack Simulation Training by nine and KnowBe4 carries 69 labels and Microsoft Defender for Office 365 Attack Simulation Training 15, so the shares are not directly comparable.
Named in three 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 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 | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | MD | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | MD | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | MD | |||||
| 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 seven in this category shown.
“KnowBe4: Often criticized for its large fee structure and repetitive content after extended use. Some users find the interface clunky compared to newer competitors.” Qwen 3.7 Flash · negative prompt · soft negative
“Cons and Cautions: Content can feel outdated, repetitive, or poorly produced... G2 reviews note persistent phishing simulation issues and diminishing returns over time.” Grok 4.20 · negative prompt · soft negative
“KnowBe4 is the market leader with the largest content library, but it receives significant criticism regarding business practices and content quality control.” Gemini 3.5 Flash · negative prompt · soft negative
“The market leader with the largest content library and feature set. Extremely robust, though can feel slightly complex to configure for smaller teams.” Gemini 3.5 Flash · scale prompt · first choice
“Choose KnowBe4 for the safest general-purpose choice, especially when a large catalog, phishing simulations, and compliance reporting matter.” Perplexity Sonar · comparative prompt · first choice
“KnowBe4's Foundation tier drops to $1.63 per user per month at 500+ seats on a 3-year term — both near the bottom of the published range.” Claude Haiku 4.5 · budget prompt · first choice
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.