Six of fourteen models named ManageEngine PAM360 first on the direct prompt; zero named KeeperPAM. Both were named by all fourteen models and ManageEngine PAM360 carries 52 labels and KeeperPAM 40, 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, ManageEngine PAM360 and KeeperPAM were named in the same answer seventy-seven times, of the 130 answers naming ManageEngine PAM360 and the 116 naming KeeperPAM. In those answers KeeperPAM took the first choice twenty times and ManageEngine PAM360 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. 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. 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
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.