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Patch management · November 2026 Edition
Action1 vs NinjaOne Autonomous Patch Management
Four of fourteen models named Action1 first on the direct prompt; three named NinjaOne Autonomous Patch Management. Both were named by all fourteen models and Action1 carries 42 labels and NinjaOne Autonomous Patch Management 52, so the shares are not directly comparable.
Named in six categories this edition.
Named in one category this edition.
First-choice share35%20%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#2A position in a field of 12; printed, not drawn.
Labels4252A 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.ManageEngine Patch Manager Plus was named alongside these two in twelve of the fourteen direct answers. Action1 vs ManageEngine Patch Manager Plus · Action1 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.
Action1First choices, of fourteen modelsNinjaOne Autonomous Patch Management
Direct43
Paraphrase05
Comparative05
Budget-constrained120
Scale-constrained01
Negative022 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 NinjaOne Autonomous Patch Management were named in the same answer ninety-seven times, of the 262 answers naming Action1 and the 156 naming NinjaOne Autonomous Patch Management. In those answers NinjaOne Autonomous Patch Management took the first choice thirteen times and Action1 forty-two.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Action1 and NinjaOne Autonomous Patch Management 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 NinjaOne Autonomous Patch Management first choice named as an alternative argued againstblank: not namedEach cell is one answer, Action1 on the left and NinjaOne Autonomous Patch Management on the right.The direct prompt
The plain question, one answer per model, grouped by where Action1 and NinjaOne Autonomous Patch Management stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.GLM 4.7 FlashXAction1, NinjaOne Autonomous Patch Management alternatives: Automox, Heimdal Patch & Asset Management, ManageEngine Endpoint Central, ManageEngine Patch Manager Plus
Action1 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.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
GPT-6 LunaAction1 alternatives: Automox, Microsoft Intune, NinjaOne Autonomous Patch Management
NinjaOne Autonomous Patch Management first, Action1 not the choice
2 of 14 modelsAction1 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
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
GPT-5.4 miniManageEngine Endpoint Central alternatives: 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
Llama 4 MaverickManageEngine Patch Manager Plus alternatives: Action1, Atera, NinjaOne Autonomous Patch Management
Kimi K2ManageEngine Endpoint Central alternatives: Action1, Automox, NinjaOne Autonomous Patch Management
MiniMax M2.5ManageEngine Patch Manager Plus alternatives: Action1, NinjaOne Autonomous Patch Management
Muse Glimmer 30BManageEngine Endpoint Central, ManageEngine Patch Manager Plus alternatives: Action1, Atera, Automox, 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
Action1 leads by thirty-five points.
Action154%#1 of 11NinjaOne Autonomous Patch Management19%#2 of 11Mid-marketThe figures above
Action1 leads by fifteen points.
Action135%#1 of 12NinjaOne Autonomous Patch Management20%#2 of 12Enterprise
The order flips: NinjaOne Autonomous Patch Management leads at enterprise.
NinjaOne Autonomous Patch Management15%#2 of 13Action15%#7 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 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
Also compared
Action1 vs ManageEngine Patch Manager PlusAction1 vs ManageEngine Endpoint CentralAction1 vs AutomoxAction1 vs Patch My PCAction1 vs Microsoft IntuneNinjaOne Autonomous Patch Management vs ManageEngine Patch Manager PlusNinjaOne Autonomous Patch Management vs ManageEngine Endpoint CentralNinjaOne Autonomous Patch Management vs AutomoxNinjaOne Autonomous Patch Management vs Patch My PCNinjaOne Autonomous Patch Management 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.