Three of fourteen models named ManageEngine Endpoint Central first on the direct prompt; zero named Action1. ManageEngine Endpoint Central was named by fourteen of the fourteen models and Action1 by eleven and ManageEngine Endpoint Central carries 57 labels and Action1 18, so the shares are not directly comparable.
Named in six categories this edition.
Named in six 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 unified endpoint management page.
Across every category in the November 2026 Edition, ManageEngine Endpoint Central and Action1 were named in the same answer eighty times, of the 258 answers naming ManageEngine Endpoint Central and the 262 naming Action1. In those answers Action1 took the first choice twenty-six times and ManageEngine Endpoint Central eleven.
| 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. Four of five in this category shown.
“Avoid purely on-premise solutions (like older versions of Mosyle or ManageEngine)” Qwen 3.7 Flash · negative prompt · hard negative
“ManageEngine Endpoint Central has had a series of agent and console CVEs in 2025 that administrators are advised to treat seriously.” Muse Glimmer 30B · negative prompt · soft negative
“it has received mixed reviews regarding user experience, support quality, and scalability” Mistral Small · negative prompt · soft negative
“The best unified endpoint management platform for a mid-market B2B company is ManageEngine Endpoint Central” Llama 4 Maverick · direct 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.
“though it is less comprehensive than a full UEM suite” Perplexity Sonar · direct prompt · soft 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.