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Patch management · November 2026 Edition
NinjaOne Autonomous Patch Management vs ManageEngine Endpoint Central
Three of fourteen models named NinjaOne Autonomous Patch Management first on the direct prompt; three named ManageEngine Endpoint Central. NinjaOne Autonomous Patch Management was named by fourteen of the fourteen models and ManageEngine Endpoint Central by eight and NinjaOne Autonomous Patch Management carries 52 labels and ManageEngine Endpoint Central 16, so the shares are not directly comparable.
Named in one category this edition.
Named in six categories this edition.
First-choice share20%11%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#2#4A position in a field of 12; printed, not drawn.
Labels5216A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, NinjaOne Autonomous Patch Management 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. Action1 vs NinjaOne Autonomous Patch Management · Action1 vs ManageEngine Endpoint Central · NinjaOne Autonomous Patch Management vs ManageEngine Patch Manager Plus
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.
NinjaOne Autonomous Patch ManagementFirst choices, of fourteen modelsManageEngine Endpoint Central
Direct33
Paraphrase52
Comparative50
Budget-constrained00
Scale-constrained10
Negative20
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 NinjaOne Autonomous Patch Management 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 4.20 | | | | | | |
| 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 | | | |
NinjaOne Autonomous Patch Management ManageEngine Endpoint Central first choice named as an alternative argued againstblank: not namedEach cell is one answer, NinjaOne Autonomous Patch Management on the left and ManageEngine Endpoint Central on the right.The direct prompt
The plain question, one answer per model, grouped by where NinjaOne Autonomous Patch Management and ManageEngine Endpoint Central stood in it.
NinjaOne Autonomous Patch Management first, ManageEngine Endpoint Central an alternative
3 of 14 modelsManageEngine Endpoint Central was named in the answer but not as the choice, or not at all.Perplexity SonarNinjaOne Autonomous Patch Management alternatives: Automox, ManageEngine Patch Manager Plus, Microsoft Intune, Motadata ServiceOps, Syxsense
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
ManageEngine Endpoint Central first, NinjaOne Autonomous Patch Management an alternative
3 of 14 modelsNinjaOne Autonomous Patch Management 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
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.Claude Haiku 4.5ManageEngine Patch Manager Plus alternatives: Action1, NinjaOne Autonomous Patch Management
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
Mistral SmallManageEngine Patch Manager Plus alternatives: Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management
DeepSeek V4 FlashAction1 alternatives: Automox, ManageEngine Endpoint Central, ManageEngine Patch Manager Plus, 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
GPT-6 LunaAction1 alternatives: Automox, Microsoft Intune, 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
NinjaOne Autonomous Patch Management leads by nineteen points.
NinjaOne Autonomous Patch Management19%#2 of 11ManageEngine Endpoint Central0%#10 of 11Mid-marketThe figures above
NinjaOne Autonomous Patch Management leads by nine points.
NinjaOne Autonomous Patch Management20%#2 of 12ManageEngine Endpoint Central11%#4 of 12Enterprise
NinjaOne Autonomous Patch Management leads by thirteen points.
NinjaOne Autonomous Patch Management15%#2 of 13ManageEngine Endpoint Central2%#10 of 13What the models said about NinjaOne Autonomous Patch Management
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“NinjaOne Patch Management — Editor's Choice ... Most mid-market companies find that NinjaOne or Action1 provide the best balance” GLM 4.7 FlashX · direct prompt · first choice
“The Best All-In-One Solution: NinjaOne (formerly NinjaRMM) ... frequently cited as the "Editor's Choice" for mid-market companies” Qwen 3.7 Flash · direct prompt · first choice
“### Recommended Third-Party Patching Solution NinjaOne Patch Management (cloud-based, part of their RMM platform).” Grok 4.20 · paraphrase 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. 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
Also compared
Action1 vs NinjaOne Autonomous Patch ManagementAction1 vs ManageEngine Endpoint CentralNinjaOne Autonomous Patch Management vs ManageEngine Patch Manager PlusNinjaOne Autonomous Patch Management vs AutomoxNinjaOne Autonomous Patch Management vs Patch My PCNinjaOne Autonomous Patch Management vs Microsoft IntuneManageEngine Patch Manager Plus vs ManageEngine Endpoint CentralManageEngine Endpoint Central vs AutomoxManageEngine Endpoint Central vs Patch My PCManageEngine Endpoint Central 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.