Patch management · September 2026 Edition
Automox vs ManageEngine Patch Manager Plus
Two of twelve models named Automox first on the direct prompt; six named ManageEngine Patch Manager Plus. Automox was named by twelve of the twelve models and ManageEngine Patch Manager Plus by eleven and Automox carries 36 labels and ManageEngine Patch Manager Plus 33, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories this edition.
First-choice share19%17%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 13; printed, not drawn.
Labels3633A 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.NinjaOne was named alongside these two in eight of the twelve direct answers. Action1 vs Automox · Action1 vs ManageEngine Patch Manager Plus
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
AutomoxFirst choices, of twelve modelsManageEngine Patch Manager Plus
Direct26
Paraphrase53
Comparative10
Budget-constrained002 against Automox
Scale-constrained30
Negative012 against Automox · 2 against ManageEngine Patch Manager Plus
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Automox and ManageEngine Patch Manager Plus stood in it.
Automox first, ManageEngine Patch Manager Plus an alternative
2 of 12 modelsManageEngine Patch Manager Plus was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashAutomox alternatives: Action1, ManageEngine Patch Manager Plus, NinjaOne, PDQ Connect
DeepSeek V4 FlashAutomox alternatives: Action1, ManageEngine Patch Manager Plus, NinjaOne
ManageEngine Patch Manager Plus first, Automox an alternative
6 of 12 modelsAutomox was named in the answer but not as the choice, or not at all.Claude Haiku 4.5ManageEngine Patch Manager Plus alternatives: Automox, NinjaOne
Perplexity SonarManageEngine Patch Manager Plus alternatives: Automox, Heimdal, Syxsense
Mistral SmallManageEngine Patch Manager Plus, Syxsense alternatives: Action1, Heimdal, NinjaOne
Qwen 3.7 FlashManageEngine Patch Manager Plus alternatives: Action1, Heimdal Security, NinjaOne, Syxsense
Kimi K2ManageEngine Patch Manager Plus alternatives: Action1, Automox, Heimdal, Syxsense
MiniMax M2.5Ivanti Neurons for Patch Management, ManageEngine Patch Manager Plus alternatives: AWS Systems Manager Patch Manager, Microsoft Configuration Manager, Microsoft Intune, Red Hat Satellite, SolarWinds Patch Manager
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniMicrosoft Configuration Manager, Microsoft Intune alternatives: Automox, ManageEngine Endpoint Central
Grok 4.1 FastNinjaOne alternatives: Action1, ManageEngine Patch Manager Plus
GLM 4.7 FlashXNinjaOne alternatives: Action1, Heimdal Security, ManageEngine Patch Manager Plus, Microsoft Autopatch / Intune, Motadata ServiceOps
Neither was named
1 of 12 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickHeimdal, ManageEngine, Syxsense alternatives: NinjaOne
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
ManageEngine Patch Manager Plus leads by eight points.
ManageEngine Patch Manager Plus10%#3 of 10Automox2%#4 of 10Mid-marketThe figures above
The order flips: Automox leads at mid-market.
Automox19%#2 of 13ManageEngine Patch Manager Plus17%#3 of 13Enterprise
Level: the same share of first choices.
Automox10%#3 of 13ManageEngine Patch Manager Plus10%#2 of 13What the models said about Automox
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid if you have offline/air-gapped assets: Do not use Automox” Qwen 3.7 Flash · negative prompt · hard negative
“cloud-native and strong, but priced per endpoint/month ... slightly larger budget” DeepSeek V4 Flash · budget prompt · soft negative
“Frequent reports of failed patches... Good automation but unreliable for some.” Grok 4.1 Fast · negative prompt · soft negative
“Automox offers the best balance of cloud-native simplicity, cross-platform coverage, automation, and transparent per-endpoint pricing” DeepSeek V4 Flash · direct prompt · first choice
“commonly ranked well at mid-market scale to put on your shortlist: Automox and NinjaOne (cloud-native automation)” DeepSeek V4 Flash · scale prompt · first choice
“Windows with Patch Manager Plus or Automox, as they offer good balance of functionality, ease of use, and cost” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about ManageEngine Patch Manager Plus
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“one user report says to avoid it if you need very current patches, because some patches can lag by 6 months to a year, and support was described as poor” Perplexity Sonar · negative prompt · hard negative
“Common complaints include unclear patch failure reasons, agent communication issues... Slow in large setups; test thoroughly.” Grok 4.1 Fast · negative prompt · soft negative
“Third-party patching solution: ManageEngine Patch Manager Plus if you want a dedicated patching product with broad Windows/macOS/Linux support” GPT-5.4 mini · paraphrase prompt · first choice
“Windows with Patch Manager Plus or Automox, as they offer good balance of functionality, ease of use, and cost” Claude Haiku 4.5 · paraphrase prompt · first choice
“If your primary goal is deep patch coverage at a reasonable price, ManageEngine is often the top choice.” Qwen 3.7 Flash · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.