One of fourteen models named miniOrange PAM first on the direct prompt; zero named StrongDM. miniOrange PAM was named by seven of the fourteen models and StrongDM by eleven and miniOrange PAM carries 14 labels and StrongDM 17, so the shares are not directly comparable.
Named in one category 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.
| 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. Three of four in this category shown.
“The best privileged access management platform for a mid-market B2B company is miniOrange PAM” Llama 4 Maverick · direct prompt · first choice
“VaultOne (~$4/month) or miniOrange (~$2/user/month) are excellent starting points.” GLM 4.7 FlashX · budget prompt · first choice
“miniOrange is a flexible and affordable option for businesses that need a modular and customizable PAM solution” Claude Haiku 4.5 · budget prompt · alternative
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.