IT AI Index
Index › IT operations and endpoint › Patching › Small business › September 2026 Edition

Patch management for small business buyers

Asked as “patch management tool”, and as “OS and third-party patching solution”, on behalf of a small B2B company. 40 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Action1
Clear leader
68% of first choices, clear leader.
ShowinginAll 67 categories →

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small businessAction168%Clear leaderThis pageMid-marketAction127%ContestedStanding →EnterpriseMicrosoft Intune13%ContestedStanding →

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Action168%0%52endorsed leader
02NinjaOne12%3%39accepted challenger
03ManageEngine Patch Manager Plus10%14%35accepted challenger
04Automox2%3%38accepted challenger
05PDQ Connect2%0%15accepted challenger
06Patch My PC2%20%10accepted challenger
Show the four products at 0%, ordered by negative rate
10Windows Server Update Services0%69%13criticized challenger
09Microsoft Intune0%25%16criticized challenger
07Atera0%14%28accepted challenger
08PDQ Deploy & Inventory0%8%12accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
Action1 vs AutomoxAction1 vs ManageEngine Patch Manager PlusAutomox vs ManageEngine Patch Manager Plus

One product takes 68% of first choices here, so the chart would put nine markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Two products carry a negative rate above 25% in this category. Jump to the standing

02What they warned about

Two of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Microsoft Configuration Manager
100%
8 of 8 labels negative · 8 of 12 models · 5 hard negative
“**Why avoid:** These tools require a dedicated server infrastructure, complex on-premises maintenance, and specialized training.” GLM 4.7 FlashX, negative prompt
Windows Server Update Services
69%
9 of 13 labels negative · 6 of 12 models · 5 hard negative
“WSUS (Windows Server Update Services) — Avoid for New Deployments ... If you're choosing new tooling, skip it.” Kimi K2, negative prompt
HCL BigFix
100%
5 of 5 labels negative · 5 of 12 models · 5 hard negative
“flagged as a poor fit for *small teams* and *SaaS-only users* because of a **high learning curve** and **higher cost**” Perplexity Sonar, negative prompt
Tanium
83%
5 of 6 labels negative · 5 of 12 models · 5 hard negative
“typically an **enterprise-scale** platform, so it may be more complex and expensive than a small business needs” Perplexity Sonar, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

58 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 769 links across 161 sites, every framing counted. Ranked by the number of answers carrying the site or page.

acronis.com
vendor site · Acronis33 answers · 34 citations · 10 models
motadata.com
vendor site · Motadata32 answers · 34 citations · 9 models
expertinsights.com
vendor site · Expert Insights30 answers · 35 citations · 9 models
cyberpress.org
30 answers · 31 citations · 10 models
pdq.com
vendor site · PDQ26 answers · 32 citations · 11 models
gbhackers.com
24 answers · 24 citations · 9 models
heimdalsecurity.com
vendor site · Heimdal Security23 answers · 33 citations · 10 models
thectoclub.com
23 answers · 25 citations · 10 models
learn.g2.com
23 answers · 23 citations · 10 models
mspcompared.com
21 answers · 26 citations · 8 models
g2.com
20 answers · 32 citations · 8 models
ninjaone.com
vendor site · NinjaOne18 answers · 25 citations · 7 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

acronis.com/en/blog/posts/best-patch-management-software-and-tools-2026
33 answers · 10 models
motadata.com/blog/best-patch-management-software
32 answers · 9 models
cyberpress.org/patch-management-by-business-size-2
29 answers · 9 models
expertinsights.com/it-management/the-top-patch-management-software-for-busi…
29 answers · 9 models
pdq.com/blog/best-patch-management-tools
26 answers · 11 models
gbhackers.com/best-patch-management-compared-2
24 answers · 9 models
learn.g2.com/best-patch-management-software
22 answers · 9 models
thectoclub.com/tools/best-patch-management-software
21 answers · 10 models
mspcompared.com/best/patch-management
18 answers · 8 models
techrepublic.com/article/best-patch-management-software
15 answers · 7 models

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best patch management tool for a small B2B company?”Paraphrase“Which OS and third-party patching solution would you recommend to a small business that sells to other businesses?”Comparative“What are the top patch management tools for a small team and how do they differ?”Budget-constrained“What is the best patch management tool for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a patch management tool. What should we look at?”Negative“Which patch management tools should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldPDQ Connect
Two alternativesAction1, PDQ Deploy & Inventory
against: AteraAction1
Two alternativesAtera, Itarian
against: NinjaOneno first choicenothing named
GPT-5.4 miniNinjaOne
One alternativeManageEngine Patch Manager Plus
Action1Changed
Three alternativesManageEngine Patch Manager Plus, Microsoft Defender for Endpoint, Microsoft Intune
PDQ Connect
Four alternativesAtera, ManageEngine Endpoint Central / Patch Manager Plus, Microsoft Intune, NinjaOne
Action1
Two alternativesManageEngine Endpoint Central, PDQ Deploy & Inventory
against: Automoxno first choiceagainst: MDT, ManageEngine Patch Manager Plus
Gemini 3.5 FlashAction1
Three alternativesAutomox, NinjaOne, PDQ Connect
Action1Held
Two alternativesNinjaOne, PDQ Connect
Action1
Four alternativesAtera, ManageEngine Patch Manager Plus, NinjaOne, PDQ Connect
Action1
Five alternativesAtera, ManageEngine Patch Manager Plus, PDQ Deploy & Inventory, Syncro, Tactical RMM
Action1
Five alternativesAutomox, Jamf, Kandji, Microsoft Intune, NinjaOne
against: ConnectWise, HCL BigFix, Ivanti Neurons, Kaseya VSA, Microsoft Configuration Manager, Tanium, Windows Server Update Services, Windows Update / GPO, macOS Automatic Updates
Perplexity SonarAction1
Three alternativesAvast Business Patch Management, ManageEngine Patch Manager Plus, NinjaOne
Patch My PCChanged
One alternativeMicrosoft Intune / Windows Update for Business
Action1
Four alternativesAtera, Automox, ManageEngine Patch Manager Plus, NinjaOne
Action1
Two alternativesAvast Business Patch Management, PDQ
no first choiceagainst: HCL BigFix, Ivanti Neurons / Ivanti patching stacks, ManageEngine Patch Manager Plus, PDQ Deploy & Inventory, Patch My PC, SecPod SanerNow, Tanium
Grok 4.1 FastAction1
Three alternativesAutomox, ManageEngine Patch Manager Plus, NinjaOne
Action1, ManageEngine Patch Manager PlusChanged
One alternativeMicrosoft Intune
against: Windows Server Update ServicesAction1
Three alternativesAtera, Automox, NinjaOne
Action1
Three alternativesAutomox, ManageEngine Patch Manager Plus, PDQ Deploy & Inventory
against: Spacewalk/Foreman, Windows Server Update ServicesAction1
Two alternativesAutomox, NinjaOne
against: Atera, HCL BigFix, Ivanti, LogMeIn Resolve, ManageEngine Patch Manager Plus, Microsoft Configuration Manager, Microsoft Intune, Tanium, Windows Server Update Services, Windows Update
Mistral SmallAction1
One alternativeAvast Business Patch Management
no first choiceChangedAction1, Automox
Three alternativesAtera, NinjaOne, PDQ Deploy & Patch
Action1
One alternativeAutomox
no first choiceagainst: Microsoft Configuration Manager
DeepSeek V4 FlashAction1
Five alternativesAtera, Automox, ManageEngine Patch Manager Plus, NinjaOne, PDQ Connect
Action1, Microsoft 365Changed
Three alternativesAutomox, ManageEngine Endpoint Central, Patch My PC
Action1
Six alternativesAtera, Automox, ManageEngine Patch Manager Plus, NinjaOne, PDQ Connect, PDQ Deploy & Inventory
Action1
Three alternativesManageEngine Patch Manager Plus, PDQ Deploy & Inventory, Windows Server Update Services
Action1
Three alternativesAutomox, ManageEngine Patch Manager Plus, NinjaOne
against: GoTo Resolve, Ivanti, Kaseya VSA, LogMeIn Resolve, ManageEngine, Microsoft Configuration Manager, Microsoft Intune, Patch My PC, SolarWinds, Windows Server Update Services
Llama 4 MaverickAction1no first choiceChangedno first choiceAction1
Three alternativesAtera, ManageEngine Patch Manager Plus, Ninite Pro
no first choicenothing named
Qwen 3.7 FlashNinjaOne
Three alternativesAtera, PDQ, uEMosis
ManageEngine Patch Manager PlusChanged
Two alternativesAutomox, NinjaOne
Action1
Four alternativesAtera, Datto RMM, ManageEngine Patch Manager Plus, PDQ Connect
ManageEngine Patch Manager Plus
Four alternativesAutomox, Mosyle, PDQ Deploy & Inventory, Windows Server Update Services
Automox
Four alternativesDatto RMM, ManageEngine Patch Manager Plus, NinjaOne, PDQ Deploy & Inventory
against: HCL BigFix, Microsoft Configuration Manager, Microsoft Intune, Native Windows Updates / macOS Updates, Tanium, Windows Server Update Services
Kimi K2Action1
Two alternativesManageEngine Patch Manager Plus, NinjaOne
NinjaOneChanged
One alternativeAutomox
against: ManageEngine Patch Manager PlusAction1
Three alternativesAtera, Automox, NinjaOne
Action1
Two alternativesAutomox, ManageEngine Patch Manager Plus
Action1
Two alternativesAutomox, NinjaOne
against: Atera, LogMeIn Resolve, ManageEngine Patch Manager Plus, Microsoft Configuration Manager, Windows Server Update Services
GLM 4.7 FlashXAction1
Four alternativesAtera, Automox, ManageEngine Patch Manager Plus, NinjaOne
ManageEngine Patch Manager PlusChanged
Two alternativesAction1, Ninite Pro
against: Microsoft Intune, Windows Server Update ServicesLansweeper, PDQ Deploy & Inventory
Three alternativesManageEngine Endpoint Central, NinjaOne, SolarWinds Patch Manager
against: Kaseya VSAAction1
Two alternativesPDQ Connect, Windows Server Update Services
no first choiceagainst: Atera, Ivanti Endpoint Manager, ManageEngine Endpoint Central, Microsoft Configuration Manager, Windows Server Update Services
MiniMax M2.5NinjaOne, PDQ Connect
Two alternativesAction1, Patch My PC
NinjaOneChanged
Two alternativesManageEngine Patch Manager Plus, PDQ Connect
Action1, NinjaOne
Four alternativesAtera, Automox, ManageEngine Endpoint Central, PDQ Connect
Action1
One alternativeManageEngine Patch Manager Plus
no first choiceagainst: HCL BigFix, Ivanti, Microsoft Configuration Manager, Tanium
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 14:09no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 09:30yes25 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 11:45yes1321 s
Direct recommendationPerplexity Sonarsonar2026-09-17 10:05yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:27yes3416 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 12:30yes1610 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 11:32yes89 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 10:59yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 09:57no035 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 12:46yes823 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 10:47yes843 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 09:37yes1023 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 14:04no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 10:27no03 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:35yes1221 s
ParaphrasePerplexity Sonarsonar2026-09-17 10:24yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 13:58yes4319 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 10:07no01 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 11:19yes2730 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:15yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 14:09no033 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 10:36yes2834 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 09:36yes2574 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 14:07yes5114 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 09:37yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 12:36yes39 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 13:55yes2029 s
ComparativePerplexity Sonarsonar2026-09-17 11:07yes207 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 09:22yes2718 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 11:49yes56 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:32yes1821 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 10:25yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 12:54yes528 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 14:05yes1025 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 11:34no036 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 12:26yes835 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 10:21yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 12:09no04 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 13:29yes1221 s
Budget constrainedPerplexity Sonarsonar2026-09-17 13:03yes205 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 13:30yes199 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 10:53yes53 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 13:05yes1220 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 11:03yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 11:16no032 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:19yes929 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 14:08yes2542 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 12:19yes1523 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 10:42no05 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 12:57no05 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 11:31yes722 s
Scale constrainedPerplexity Sonarsonar2026-09-17 10:06yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:20yes139 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 12:32no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 11:55yes915 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 13:24yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 12:59no036 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 10:20yes1224 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 11:36yes16157 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 11:09no010 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:32yes139 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 12:23yes47 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:55yes1329 s
Negative framingPerplexity Sonarsonar2026-09-17 11:51yes208 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 12:23yes2916 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 10:44yes1111 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 09:42yes2538 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:46yes54 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 09:46yes1956 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:25yes3061 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 10:39yes2787 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 10:37yes1853 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Datto read as Datto RMM
Kaseya read as Kaseya VSA
Microsoft System Center Configuration Manager (SCCM) read as Microsoft Configuration Manager
N-able read as N-able N-central
PDQ Deploy read as PDQ Deploy & Inventory
PDQ Deploy (Free Version) read as PDQ Deploy & Inventory
PDQ Deploy (free version) read as PDQ Deploy & Inventory
SCCM read as Microsoft Configuration Manager
Unresolved, counted raw
Ivanti Neurons / Ivanti patching stacks
MDT (Microsoft Deployment Toolkit)
Native Windows Updates / macOS Updates
PDQ Deploy & Patch
Patchman
Spacewalk/Foreman
Windows Update / GPO (Group Policy Objects)
macOS Automatic Updates
uEMosis
Discontinued, still offered
No shut-down product was recommended here.

Also in it operations and endpoint

The other categories of this function, with the leader in each.
← ObservabilityRMM →