Three of fourteen models named ManageEngine Endpoint Central first on the direct prompt; zero named Scalefusion. ManageEngine Endpoint Central was named by fourteen of the fourteen models and Scalefusion by nine and ManageEngine Endpoint Central carries 57 labels and Scalefusion 14, so the shares are not directly comparable.
Named in six categories this edition.
Named in one category 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.
| 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. Three of four in this category shown.
“Scalefusion is the best-value cross-platform pick ~ $2/device.” Muse Glimmer 30B · budget prompt · first choice
“Highly rated for simplicity and quick deployment, particularly popular for iOS/Android-focused environments” Qwen 3.7 Flash · direct prompt · alternative
“Other options include Scalefusion, ManageEngine Endpoint Central, and Microsoft Intune.” Llama 4 Maverick · 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.