Patch management · October 2026 Edition
Automox vs ManageEngine Endpoint Central
Two of fourteen models named Automox first on the direct prompt; zero named ManageEngine Endpoint Central. Automox was named by thirteen of the fourteen models and ManageEngine Endpoint Central by nine and Automox carries 36 labels and ManageEngine Endpoint Central 11, so the shares are not directly comparable.
Named in three categories this edition.
Named in five categories this edition.
First-choice share10%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 13; printed, not drawn.
Labels3611A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Automox reading right to left. Rank and label count are printed, not drawn.ManageEngine Patch Manager Plus was named alongside these two in twelve of the fourteen direct answers. ManageEngine Patch Manager Plus vs Automox · ManageEngine Patch Manager Plus vs ManageEngine Endpoint Central · Action1 vs Automox
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.
AutomoxFirst choices, of fourteen modelsManageEngine Endpoint Central
Direct20
Paraphrase00
Comparative50
Budget-constrained111 against ManageEngine Endpoint Central
Scale-constrained20
Negative002 against ManageEngine Endpoint Central
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 Automox and ManageEngine Endpoint Central 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 4.1 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 | | | |
Automox ManageEngine Endpoint Central first choice named as an alternative argued againstblank: not namedEach cell is one answer, Automox on the left and ManageEngine Endpoint Central on the right.The direct prompt
The plain question, one answer per model, grouped by where Automox and ManageEngine Endpoint Central stood in it.
Automox first, ManageEngine Endpoint Central not the choice
2 of 14 modelsManageEngine Endpoint Central was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashAutomox, ManageEngine Patch Manager Plus alternatives: Acronis Cyber Protect, Action1, Kaseya VSA
GPT-6 LunaAutomox alternatives: Microsoft Intune, NinjaOne Autonomous Patch Management
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniManageEngine Patch Manager Plus alternatives: Automox, Ivanti Neurons for Patch Management, Windows Autopatch
Gemini 3.5 FlashNinjaOne Autonomous Patch Management alternatives: Action1, Automox, ManageEngine Patch Manager Plus, Microsoft Intune
Mistral SmallManageEngine Patch Manager Plus alternatives: Automox, Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management
DeepSeek V4 FlashManageEngine Patch Manager Plus alternatives: Automox, Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management, Syxsense
Kimi K2ManageEngine Patch Manager Plus alternatives: Automox, Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management, Syxsense
GLM 4.7 FlashXManageEngine Patch Manager Plus, NinjaOne Autonomous Patch Management alternatives: Action1, Automox, Heimdal Patch & Asset Management, Microsoft Intune
MiniMax M2.5NinjaOne Autonomous Patch Management alternatives: Action1, Automox, ManageEngine Patch Manager Plus
Muse Glimmer 30BManageEngine Patch Manager Plus alternatives: Action1, Automox
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5NinjaOne Autonomous Patch Management alternatives: Action1, Motadata ServiceOps
Perplexity SonarManageEngine Patch Manager Plus alternatives: Action1, Heimdal Patch & Asset Management, Patch My PC, Syxsense
Grok 4.1 FastManageEngine Patch Manager Plus alternatives: Action1, Atera, Patch My PC, Syxsense
Llama 4 MaverickManageEngine Patch Manager Plus
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.
Automox8%#3 of 10ManageEngine Endpoint Central2%#– of 10Mid-marketThe figures above
Automox leads by eight points.
Automox10%#4 of 13ManageEngine Endpoint Central2%#7 of 13Enterprise
Automox leads by fourteen points.
Automox15%#2 of 12ManageEngine Endpoint Central2%#10 of 12What 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.
“Automox takes a unique approach by being fully SaaS-based... The modern leaders (Automox, Tanium, Ivanti) treat patching as code or policy.” Qwen 3.7 Flash · comparative prompt · first choice
“If I had to pick one without more details: Automox for a mid-market company that wants a dedicated, cloud-managed patching tool” GPT-6 Luna · direct prompt · first choice
“Pure-Play Cloud Patching | Automox or Action1 | Extremely modern, cloud-native, excellent cross-platform support” Gemini 3.5 Flash · scale prompt · first choice
What the models said about ManageEngine Endpoint Central
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“ManageEngine Desktop Central (2021) | CVE‑2021‑44515 – unauthenticated remote code execution.” MiniMax M2.5 · negative prompt · soft negative
Also compared
ManageEngine Patch Manager Plus vs AutomoxManageEngine Patch Manager Plus vs ManageEngine Endpoint CentralAction1 vs AutomoxAction1 vs ManageEngine Endpoint CentralNinjaOne Autonomous Patch Management vs AutomoxNinjaOne Autonomous Patch Management vs ManageEngine Endpoint CentralAutomox vs Patch My PCAutomox vs Microsoft IntunePatch My PC vs ManageEngine Endpoint CentralMicrosoft Intune vs ManageEngine Endpoint CentralAll 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.