Patch management · November 2026 Edition
Action1 vs ManageEngine Endpoint Central
Four of fourteen models named Action1 first on the direct prompt; three named ManageEngine Endpoint Central. Action1 was named by fourteen of the fourteen models and ManageEngine Endpoint Central by eight and Action1 carries 42 labels and ManageEngine Endpoint Central 16, so the shares are not directly comparable.
Named in six categories this edition.
Named in six categories this edition.
First-choice share35%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 12; printed, not drawn.
Labels4216A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Action1 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 NinjaOne Autonomous Patch Management · Action1 vs ManageEngine Patch Manager Plus · 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.
Action1First choices, of fourteen modelsManageEngine Endpoint Central
Direct43
Paraphrase02
Comparative00
Budget-constrained120
Scale-constrained00
Negative002 against Action1
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.
Across every category in the November 2026 Edition, Action1 and ManageEngine Endpoint Central were named in the same answer eighty times, of the 262 answers naming Action1 and the 258 naming ManageEngine Endpoint Central. In those answers ManageEngine Endpoint Central took the first choice eleven times and Action1 twenty-six.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Action1 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 | | |
Action1 ManageEngine Endpoint Central first choice named as an alternative argued againstblank: not namedEach cell is one answer, Action1 on the left and ManageEngine Endpoint Central on the right.The direct prompt
The plain question, one answer per model, grouped by where Action1 and ManageEngine Endpoint Central stood in it.
Action1 first, ManageEngine Endpoint Central an alternative
4 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
DeepSeek V4 FlashAction1 alternatives: Automox, ManageEngine Endpoint Central, ManageEngine Patch Manager Plus, NinjaOne Autonomous Patch Management
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
ManageEngine Endpoint Central first, Action1 an alternative
3 of 14 modelsAction1 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
4 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
Grok 4.20Automox alternatives: Action1, ManageEngine Patch Manager Plus, Microsoft Intune, NinjaOne Autonomous Patch Management, Patch My PC
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
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Perplexity SonarNinjaOne Autonomous Patch Management alternatives: Automox, ManageEngine Patch Manager Plus, Microsoft Intune, Motadata ServiceOps, Syxsense
Mistral SmallManageEngine Patch Manager Plus alternatives: Heimdal Patch & Asset Management, NinjaOne Autonomous Patch Management
Qwen 3.7 FlashNinjaOne Autonomous Patch Management alternatives: Atera, Automox, ManageEngine 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
Action1 leads by fifty-four points.
Action154%#1 of 11ManageEngine Endpoint Central0%#10 of 11Mid-marketThe figures above
Action1 leads by twenty-four points.
Action135%#1 of 12ManageEngine Endpoint Central11%#4 of 12Enterprise
Action1 leads by three points.
Action15%#7 of 13ManageEngine Endpoint Central2%#10 of 13What the models said about Action1
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Some models suggest avoiding free or light tools like Action1 free tier, especially for large enterprises.” Llama 4 Maverick · negative prompt · hard negative
“The free or light versions of Action1 are not recommended for large-scale or enterprise use.” Mistral Small · negative prompt · soft negative
“The best patch management tool for a company with a limited budget is Action1, as it offers a free tier that covers 200 endpoints with full features and no time limit.” Llama 4 Maverick · budget prompt · first choice
“Action1 provides enterprise-grade automated patch management completely free for up to 200 devices with zero functional limitations.” Gemini 3.5 Flash · budget prompt · first choice
“Best Completely Free Option: Action1 ... currently the strongest contender for businesses with zero budget for software licensing.” Qwen 3.7 Flash · budget 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 Patch Manager PlusAction1 vs AutomoxAction1 vs Patch My PCAction1 vs Microsoft IntuneNinjaOne Autonomous Patch Management vs ManageEngine Endpoint CentralManageEngine 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.