Eight of fourteen models named Delinea Secret Server first on the direct prompt; one named BeyondTrust. Both were named by all fourteen models and Delinea Secret Server carries 64 labels and BeyondTrust 54, so the shares are not directly comparable.
Named in four 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, Delinea Secret Server and BeyondTrust were named in the same answer 143 times, of the 226 answers naming Delinea Secret Server and the 177 naming BeyondTrust. In those answers BeyondTrust took the first choice thirteen times and Delinea Secret Server twenty-four.
| 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 seven in this category shown.
“Be cautious with: BeyondTrust and Delinea specifically due to recent active exploitation patterns” Kimi K2 · negative prompt · hard negative
“Delinea had 9 vulnerabilities in 2026 alone with an average severity score of 9.3/10” DeepSeek V4 Flash · negative prompt · hard negative
“Caution point: The risk is concentrated on on-premises Secret Server. Delinea's advisories state the issues affect on-premises deployments only.” Muse Glimmer 30B · negative prompt · soft negative
“Delinea Secret Server is the top recommendation due to its strong mid-market focus, ease of use, and robust feature set” Mistral Small · paraphrase prompt · first choice
“I recommend Delinea Secret Server (now part of the Delinea PAM platform) as the top choice in most scenarios.” Grok 4.20 · paraphrase prompt · first choice
“Strong for mid-market; good JIT, session monitoring, hybrid support. Often praised for usability and pricing.” Grok 4.20 · scale 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.