Six of fourteen models named ManageEngine PAM360 first on the direct prompt; one named BeyondTrust. Both were named by all fourteen models and ManageEngine PAM360 carries 52 labels and BeyondTrust 54, so the shares are not directly comparable.
Named in two categories 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 privileged access management page.
Across every category in the November 2026 Edition, ManageEngine PAM360 and BeyondTrust were named in the same answer eighty-six times, of the 130 answers naming ManageEngine PAM360 and the 177 naming BeyondTrust. In those answers BeyondTrust took the first choice seven times and ManageEngine PAM360 twenty-two.
| 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.
“ManageEngine PAM360 ... Limited external-facing portal ... Less modern architecture” GLM 4.7 FlashX · negative prompt · hard negative
“may be a better fit for larger requirements, but not a low-budget pick, as its published subscription starts at $7,995/year” Llama 4 Maverick · negative prompt · soft negative
“Its high subscription cost (starting at $7,995/year) ... make it less ideal for budget-conscious or smaller organizations” Mistral Small · negative prompt · soft negative
“The best privileged access management platform for a company with a limited budget is ManageEngine PAM360, as it offers a free trial and a starting price of $7,995.00 one time.” Llama 4 Maverick · budget prompt · first choice
“For most mid-market B2B companies, I'd start with ManageEngine PAM360 as the best balance of capability, usability, and fit.” GPT-5.4 mini · direct prompt · first choice
“ManageEngine PAM360 is the budget-conscious choice for teams building their first PAM program, starting at $7,995 per year.” 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. Six of eight in this category shown.
“This is the most concerning one right now... CVSS 9.2 pre-authentication bypass... actively exploited by a suspected Chinese state-aligned threat group” DeepSeek V4 Flash · negative prompt · hard negative
“What to Avoid for Mid-Market ... BeyondTrust – Starts at ~$98K+ (36-month contract), clearly enterprise-focused.” DeepSeek V4 Flash · direct prompt · hard negative
“Be cautious with: BeyondTrust and Delinea specifically due to recent active exploitation patterns” Kimi K2 · negative prompt · hard negative
“Recognized for best-in-class privilege elevation and delegation management (PEDM) on UNIX/Linux and macOS, and a top performer for Windows PEDM.” Mistral Small · comparative prompt · first choice
“Very popular with mid-market companies due to strong Remote Desktop capabilities and easier licensing structures than competitors.” Qwen 3.7 Flash · scale prompt · first choice
“Choose BeyondTrust when you need strong RPAM + JIT PAM together with endpoint privilege management and remote access security.” Muse Glimmer 30B · 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.