Zero of fourteen models named KeeperPAM first on the direct prompt; zero named StrongDM. KeeperPAM was named by fourteen of the fourteen models and StrongDM by eleven and KeeperPAM carries 40 labels and StrongDM 17, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 StrongDM were named in the same answer thirty-nine times, of the 116 answers naming KeeperPAM and the 63 naming StrongDM. In those answers StrongDM took the first choice four times and KeeperPAM fourteen.
| 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. Five of six in this category shown.
“they are more specialized than conventional enterprise PAM suites; confirm coverage for Windows administration” Perplexity Sonar · negative prompt · soft negative
“Not as complete for workforce PAM, endpoint privilege, and traditional credential vaulting” Perplexity Sonar · direct prompt · soft negative
“Best Overall Value (Simple & Scalable): strongDM ... widely considered the top choice for small-to-medium businesses” Qwen 3.7 Flash · budget prompt · first choice
“Choose StrongDM when the central problem is secure developer and infrastructure access across cloud and databases.” Perplexity Sonar · comparative prompt · alternative
“Better suited to just-in-time access to servers, databases, Kubernetes, and cloud infrastructure” Perplexity Sonar · 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.