One of fourteen models named ManageEngine PAM360 first on the direct prompt; zero named HashiCorp Vault. ManageEngine PAM360 was named by fourteen of the fourteen models and HashiCorp Vault by twelve and ManageEngine PAM360 carries 46 labels and HashiCorp Vault 22, so the shares are not directly comparable.
Named in two categories this edition.
Named in five 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 4.1 Fast | ||||||
| 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 may be a better fit for larger requirements, but not a low-budget pick: its published subscription starts at $7,995/year.” GPT-6 Luna · budget prompt · soft negative
“received criticism for its user interface, performance issues, and limited support for modern cloud and DevOps environments” Mistral Small · negative prompt · soft negative
“It has a track record of severe vulnerabilities, including critical unauthenticated remote code execution (RCE) flaws” Gemini 3.5 Flash · negative prompt · soft negative
“ManageEngine PAM360 is widely considered the best value proposition in the Privileged Access Management (PAM) space” Qwen 3.7 Flash · budget prompt · first choice
“ManageEngine PAM360 — Best Overall Value ... migrate to ManageEngine PAM360 — it offers the best bang-for-buck” DeepSeek V4 Flash · budget prompt · first choice
“The best privileged access management platform for a company with a limited budget is ManageEngine PAM360” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“The main platforms to avoid or scrutinize closely are: - Secrets-only tools such as HashiCorp Vault when you need full PAM” Perplexity Sonar · negative prompt · hard negative
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.