Patch management · November 2026 Edition
ManageEngine Endpoint Central vs Automox
Three of fourteen models named ManageEngine Endpoint Central first on the direct prompt; two named Automox. ManageEngine Endpoint Central was named by eight of the fourteen models and Automox by fourteen and ManageEngine Endpoint Central carries 16 labels and Automox 45, so the shares are not directly comparable.
Named in six categories this edition.
Named in three categories this edition.
First-choice share11%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 12; printed, not drawn.
Labels1645A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, ManageEngine Endpoint Central reading right to left. Rank and label count are printed, not drawn.NinjaOne Autonomous Patch Management was named alongside these two in fourteen of the fourteen direct answers. Action1 vs ManageEngine Endpoint Central · Action1 vs Automox · NinjaOne Autonomous Patch Management vs ManageEngine Endpoint Central
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 patch management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ManageEngine Endpoint CentralFirst choices, of fourteen modelsAutomox
Direct32
Paraphrase22
Comparative02
Budget-constrained00
Scale-constrained00
Negative01
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where ManageEngine Endpoint Central and Automox stood in it.
| 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 | | |
ManageEngine Endpoint Central Automox first choice named as an alternative argued againstblank: not namedEach cell is one answer, ManageEngine Endpoint Central on the left and Automox on the right.The direct prompt
The plain question, one answer per model, grouped by where ManageEngine Endpoint Central and Automox stood in it.
ManageEngine Endpoint Central first, Automox an alternative
3 of 14 modelsAutomox was named in the answer but not as the choice, or not at all.GPT-5.4 miniManageEngine Endpoint Central alternatives: ManageEngine Patch Manager Plus, Microsoft Intune, NinjaOne Autonomous Patch Management
Kimi K2ManageEngine Endpoint Central alternatives: Action1, Automox, NinjaOne Autonomous Patch Management
Muse Glimmer 30BManageEngine Endpoint Central, ManageEngine Patch Manager Plus alternatives: Action1, Atera, Automox, NinjaOne Autonomous Patch Management
Automox first, ManageEngine Endpoint Central an alternative
2 of 14 modelsManageEngine Endpoint Central was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashAction1, Automox alternatives: ManageEngine Endpoint Central, ManageEngine Patch Manager Plus, Microsoft Intune, NinjaOne Autonomous Patch Management
Grok 4.20Automox alternatives: Action1, ManageEngine Patch Manager Plus, Microsoft Intune, NinjaOne Autonomous Patch Management, Patch My PC
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarNinjaOne Autonomous Patch Management alternatives: Automox, ManageEngine Patch Manager Plus, Microsoft Intune, Motadata ServiceOps, Syxsense
DeepSeek V4 FlashAction1 alternatives: Automox, ManageEngine Endpoint Central, ManageEngine Patch Manager Plus, NinjaOne Autonomous Patch Management
Qwen 3.7 FlashNinjaOne Autonomous Patch Management alternatives: Atera, Automox, ManageEngine Patch Manager Plus
GLM 4.7 FlashXAction1, NinjaOne Autonomous Patch Management alternatives: Automox, Heimdal Patch & Asset Management, ManageEngine Endpoint Central, ManageEngine Patch Manager Plus
GPT-6 LunaAction1 alternatives: Automox, Microsoft Intune, NinjaOne Autonomous Patch Management
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ManageEngine Patch Manager Plus alternatives: Action1, NinjaOne Autonomous Patch Management
Mistral SmallManageEngine Patch Manager Plus alternatives: Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management
Llama 4 MaverickManageEngine Patch Manager Plus alternatives: Action1, Atera, NinjaOne Autonomous Patch Management
MiniMax M2.5ManageEngine Patch Manager Plus alternatives: Action1, NinjaOne Autonomous Patch Management
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Automox leads by six points.
Automox6%#3 of 11ManageEngine Endpoint Central0%#10 of 11Mid-marketThe figures above
The order flips: ManageEngine Endpoint Central leads at mid-market.
ManageEngine Endpoint Central11%#4 of 12Automox9%#5 of 12Enterprise
The order flips: Automox leads at enterprise.
Automox12%#3 of 13ManageEngine Endpoint Central2%#10 of 13What the models said about ManageEngine Endpoint Central
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“ManageEngine Patch Manager Plus / Endpoint Central is the most frequently named best mid-market all-rounder” Muse Glimmer 30B · direct prompt · first choice
“NinjaOne or ManageEngine Endpoint Central are the top choices for mid-sized businesses” GLM 4.7 FlashX · paraphrase prompt · first choice
What the models said about Automox
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you want a standalone, zero-fuss, multi-OS cloud patching solution, go with Automox or Action1.” Gemini 3.5 Flash · direct prompt · first choice
“or Automox if you want a lightweight, powerful, cloud-native patching tool at a lower price point” Kimi K2 · paraphrase prompt · first choice
“Automox: Agent-based, cloud-native, excels in hybrid environments and third-party patching.” Grok 4.20 · negative prompt · first choice
Also compared
Action1 vs ManageEngine Endpoint CentralAction1 vs AutomoxNinjaOne Autonomous Patch Management vs ManageEngine Endpoint CentralNinjaOne Autonomous Patch Management vs AutomoxManageEngine Patch Manager Plus vs ManageEngine Endpoint CentralManageEngine Patch Manager Plus vs AutomoxManageEngine Endpoint Central vs Patch My PCManageEngine Endpoint Central vs Microsoft IntuneAutomox vs Patch My PCAutomox vs Microsoft IntuneAll twenty-one head-to-head pages and the full patching standing
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.