Zero of fourteen models named Apploye first on the direct prompt; zero named Cyberhaven. Apploye was named by eight of the fourteen models and Cyberhaven by nine and Apploye carries 10 labels and Cyberhaven 15, so the shares are not directly comparable.
Named in one category this edition.
Named in three categories 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 insider risk management 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. Four of five in this category shown.
“more of an employee‑monitoring tool than a full insider‑risk platform” GLM 4.7 FlashX · direct prompt · soft negative
“For most small to mid-sized companies, Microsoft Purview or Apploye will provide the best balance of features, cost, and ease of implementation.” GLM 4.7 FlashX · budget prompt · first choice
“The best insider risk management tool for a company with a limited budget is Apploye” Llama 4 Maverick · budget prompt · first choice
“described as the best remote employee monitoring software for insider threat detection for small and mid-sized teams” Muse Glimmer 30B · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“currently lacks integration breadth and cross-domain behavioral coverage compared to leaders” Mistral Small · comparative prompt · soft negative
“Mid-market solutions (e.g., Microsoft Purview Insider Risk Management, Cyberhaven, or DTEX) that balance depth with manageability.” Kimi K2 · scale prompt · first choice
“Cyberhaven for full‑lifecycle data lineage, or Nightfall AI for AI‑native detection with low false positives.” GLM 4.7 FlashX · comparative prompt · first choice
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.