Zero of fourteen models named Proofpoint Insider Threat Management first on the direct prompt; zero named Apploye. Proofpoint Insider Threat Management was named by ten of the fourteen models and Apploye by eight and Proofpoint Insider Threat Management carries 24 labels and Apploye 10, 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 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. Six of eight in this category shown.
“some legacy user activity monitoring like Proofpoint ObserveIT” Muse Glimmer 30B · negative prompt · hard negative
“this is typically a custom-quote enterprise solution, which may be pricier” Claude Haiku 4.5 · paraphrase prompt · soft negative
“Enterprise‑grade, expensive, and focused on investigation‑led workflows.” GLM 4.7 FlashX · direct prompt · soft negative
“start with Purview if you're in M365, or Proofpoint/Varonis for enterprise scale” Grok 4.20 · comparative prompt · first choice
“my default recommendation would be Proofpoint Insider Threat Management” GPT-5.4 mini · paraphrase prompt · first choice
“I recommend Proofpoint ObserveIT as your primary choice” GLM 4.7 FlashX · paraphrase 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.
“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
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.