Zero of fourteen models named KeeperPAM first on the direct prompt; one named BeyondTrust. Both were named by all fourteen models and KeeperPAM carries 40 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, KeeperPAM and BeyondTrust were named in the same answer sixty-seven times, of the 116 answers naming KeeperPAM and the 177 naming BeyondTrust. In those answers BeyondTrust took the first choice seven times and KeeperPAM fifteen.
| 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. Five of six in this category shown.
“simpler credential vaulting that scales to full PAM but lacks depth in enterprise discovery/analytics” Grok 4.20 · comparative prompt · soft negative
“emerging ones like KeeperPAM, Heimdal, or AutoElevate: These score lower in enterprise reviews” Grok 4.20 · negative prompt · soft negative
“Start with Keeper Security if you want transparent per-user pricing and quick deployment” MiniMax M2.5 · budget prompt · first choice
“If you need the cheapest path with a modern cloud setup, start with KeeperPAM.” GPT-5.4 mini · budget prompt · first choice
“If you want a modern SaaS platform with minimal setup: Go with KeeperPAM.” Gemini 3.5 Flash · 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.