Microsoft 365 management for enterprise buyers
Asked as “Microsoft 365 management tool”, and as “Microsoft 365 governance and administration tool”, on behalf of an enterprise B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
37%
Contested · Microsoft Purview 12%
37CoreView ONE12Microsoft Purview10Microsoft 365 Admin Center41others
37% of first choices, contested.
Since October 2026▲+6Since October 2026: 31% → 37%, +6 points. Inside the 11-point floor: within noise.CoreView ONE held the lead, +6 points on 31%, inside the 11-point floor.
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 businessMicrosoft 365 Admin Center26%Contested▲+1Since October 2026: 25% → 26%, +1 point. Inside the 11-point floor: within noise.Standing →Mid-marketAdminDroid 36522%Contested↗new leaderNew leader since October 2026: AdminDroid 365 (22%) replaces CoreView ONE (22% then, 16% now), 6 points clear, inside the 11-point floor.Standing →EnterpriseCoreView ONE37%Contested▲+6Since October 2026: 31% → 37%, +6 points. Inside the 11-point floor: within noise.This page
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01CoreView ONE37%4%50endorsed leader▲+6Since October 2026: 31% → 37%, +6 points. Inside the 11-point floor: within noise.31% → 37%
02
Microsoft Purview12%4%25accepted challenger▲+5Since October 2026: 7% → 12%, +5 points. Inside the 11-point floor: within noise.7% → 12%
Microsoft Purview12%4%25accepted challenger▲+5Since October 2026: 7% → 12%, +5 points. Inside the 11-point floor: within noise.7% → 12%03Microsoft 365 Admin Center10%43%28criticized challenger▲+6Since October 2026: 4% → 10%, +6 points. Inside the 11-point floor: within noise.4% → 10%
04
Microsoft Intune8%9%22accepted challenger▲+6Since October 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise.2% → 8%
Microsoft Intune8%9%22accepted challenger▲+6Since October 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise.2% → 8%05
AvePoint Confidence Platform6%7%28accepted challenger=heldSince October 2026: 6% → 6%, ±0 points. Inside the 11-point floor: within noise.6% → 6%
AvePoint Confidence Platform6%7%28accepted challenger=heldSince October 2026: 6% → 6%, ±0 points. Inside the 11-point floor: within noise.6% → 6%06
ManageEngine M365 Manager Plus4%12%25accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%
ManageEngine M365 Manager Plus4%12%25accepted challenger▼−2Since October 2026: 6% → 4%, −2 points. Inside the 11-point floor: within noise.6% → 4%07
ShareGate2%20%30accepted challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%
ShareGate2%20%30accepted challenger▼−5Since October 2026: 7% → 2%, −5 points. Inside the 11-point floor: within noise.7% → 2%08AvePoint Cloud Management2%23%13accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise.4% → 2%
Show the five products at 0%, ordered by negative rate
13Microsoft 365 Lighthouse0%42%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
12
BetterCloud0%29%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
BetterCloud0%29%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%11
Syskit Point0%7%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
Syskit Point0%7%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%09AdminDroid 3650%5%22accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
10
Rencore Governance0%0%11accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Past the 11-point floor: movement.11% → 0%
Rencore Governance0%0%11accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Past the 11-point floor: movement.11% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
AdminDroid 365 vs CoreView ONEAdminDroid 365 vs Microsoft 365 Admin CenterAdminDroid 365 vs Microsoft Purview
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.All twenty-eight head-to-head pages: the top eight products, each against each
AdminDroid 365 vs ManageEngine M365 Manager PlusAdminDroid 365 vs CIPPAdminDroid 365 vs Syskit PointAdminDroid 365 vs ShareGateCoreView ONE vs Microsoft 365 Admin CenterCoreView ONE vs Microsoft PurviewCoreView ONE vs ManageEngine M365 Manager PlusCoreView ONE vs CIPPCoreView ONE vs Syskit PointCoreView ONE vs ShareGateMicrosoft 365 Admin Center vs Microsoft PurviewMicrosoft 365 Admin Center vs ManageEngine M365 Manager PlusMicrosoft 365 Admin Center vs CIPPMicrosoft 365 Admin Center vs Syskit PointMicrosoft 365 Admin Center vs ShareGateMicrosoft Purview vs ManageEngine M365 Manager PlusMicrosoft Purview vs CIPPMicrosoft Purview vs Syskit PointMicrosoft Purview vs ShareGateManageEngine M365 Manager Plus vs CIPPManageEngine M365 Manager Plus vs Syskit PointManageEngine M365 Manager Plus vs ShareGateCIPP vs Syskit PointCIPP vs ShareGateSyskit Point vs ShareGate
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
C01
02M03
04050607A08
A09
101112M13
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01CoreView ONE37%
02Microsoft Purview12%
Microsoft Purview12%03Microsoft 365 Admin Center10%
04Microsoft Intune8%
Microsoft Intune8%05AvePoint Confidence Platform6%
AvePoint Confidence Platform6%06ManageEngine M365 Manager Plus4%
ManageEngine M365 Manager Plus4%07ShareGate2%
ShareGate2%08AvePoint Cloud Management2%
09AdminDroid 3650%
10Rencore Governance0%
Rencore Governance0%11Syskit Point0%
Syskit Point0%12BetterCloud0%
BetterCloud0%13Microsoft 365 Lighthouse0%
What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 and Muse Glimmer 30B 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 365 Admin Center
43%
12 of 28 labels negative · 8 of 14 models · 4 hard negative
“Sole reliance on the Microsoft 365 Admin Center / Exchange Admin Center / Security & Compliance Center GUI portals for enterprise-scale governance, provisioning, and off-boarding.” Muse Glimmer 30B, negative prompt
Microsoft 365 Lighthouse
42%
5 of 12 labels negative · 5 of 14 models · 1 hard negative
“limited scalability for complex environments, and is not suited for single large enterprise tenants” Grok 4.20, negative prompt
PowerShell
80%
4 of 5 labels negative · 4 of 14 models · 1 hard negative
“Unmanaged PowerShell-only automation without a unified, delegated, audited control plane.” Muse Glimmer 30B, negative prompt
ShareGate20%
6 of 30 labels negative · 4 of 14 models
“ShareGate is also mentioned as having a lack of essential features, being expensive, and having a poor interface design” Llama 4 Maverick, negative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
75 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 941 links across 168 sites, every framing counted. Ranked by the number of answers carrying the site or page. 61 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Microsoft58 answers · 266 citations · 12 models
vendor site · Microsoft43 answers · 116 citations · 13 models
vendor site · G234 answers · 49 citations · 12 models
30 answers · 30 citations · 10 models
vendor site · Guideflow28 answers · 28 citations · 10 models
vendor site · CoreView25 answers · 57 citations · 10 models
publisher (Gane)21 answers · 29 citations · 9 models
vendor site · Microsoft15 answers · 21 citations · 7 models
10 answers · 11 citations · 6 models
vendor site · ManageEngine9 answers · 12 citations · 7 models
9 answers · 12 citations · 6 models
vendor site · CloudFuze9 answers · 9 citations · 6 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.
40 answers · 10 models
30 answers · 10 models
28 answers · 10 models
25 answers · 10 models
24 answers · 10 models
19 answers · 9 models
16 answers · 9 models
13 answers · 9 models
10 answers · 6 models
10 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best microsoft 365 management tool”, “microsoft 365 management tool”, “microsoft 365 management tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days |
|---|---|---|---|---|---|---|---|
| Microsoft parent site Microsoft Purview 12%, Microsoft 365 Admin Center 10%, Microsoft Intune 8%, Microsoft Entra ID Governance 4% and 3 more | 39% | 514 | 2,240,000 | 403,136 | |||
| CoreView ONE coreview.com | 37% | 112 | 12,834 | 30 | |||
| AvePoint Cloud Management avepoint.com AvePoint Confidence Platform 6%, AvePoint Cloud Management 2%, AvePoint Cloud Governance 2% | 10% | 51 | 50 | 0 | 8,445 | $33 | 42 |
| ManageEngine parent site ManageEngine M365 Manager Plus 4% | 4% | 80 | 8,100 | 675 | |||
| ShareGate sharegate.com | 2% | 74 | 2,900 | 121 | 8,630 | $224 | 120 |
| Veeam veeam.com Veeam Data Cloud for Microsoft 365 2% | 2% | 25 | 14,800 | 2,474 | 86,318 company | $2,697 | 113 |
| Nerdio getnerdio.com Nerdio Manager for MSP 2% | 2% | 7 | 10,941 | $9 | 53 | ||
| OpsPilot365 | 2% | ||||||
| pmo365 | 2% | ||||||
| AdminDroid 365 admindroid.com | 0% | 93 | 9,943 |
Google's top ten for the three searches hold 15 sites; 4 of them are among the sites the models cited here (g2.com, learn.microsoft.com, manageengine.com, microsoft.com). The first result for “best microsoft 365 management tool” is syskit.com.
How 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.ShowHide
How 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.
ShowHideModelDirect“What is the best Microsoft 365 management tool for an enterprise B2B company?”Paraphrase“Which Microsoft 365 governance and administration tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade Microsoft 365 management tools and how do they differ?”Budget-constrained“What is the best Microsoft 365 management tool for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a Microsoft 365 management tool. What should we look at?”Negative“Which Microsoft 365 management tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceCoreView ONEChangedagainst: The Microsoft 365 admin centerCoreView ONEMicrosoft 365 Admin Centerno first choiceagainst: AvePoint Cloud Management, BetterCloud, Migration Manager
Three alternatives
Microsoft Entra ID, Microsoft Intune, Microsoft PurviewThree alternatives
AvePoint Cloud Management, ManageEngine M365 Manager Plus, Microsoft PurviewFive alternatives
AdminDroid 365, AvePoint Cloud Management, BetterCloud, ShareGate, Syskit PointTwo alternatives
Enterprise Agreements, ManageEngine M365 Manager PlusGPT-5.4 miniMicrosoft Intuneagainst: Microsoft VivaMicrosoft Entra ID GovernanceChangedagainst: Microsoft 365 Admin CenterMicrosoft 365 Admin CenterMicrosoft Intuneno first choiceagainst: Exchange Admin Center, Microsoft 365 Admin Center, Microsoft 365 Lighthouse, Microsoft Teams Admin Center, PowerShell, SharePoint Admin Center
Two alternatives
Microsoft 365 Admin Center, Microsoft 365 Apps admin centerOne alternative
Microsoft PurviewEight alternatives
Exchange Admin Center, Microsoft 365 Apps admin center, Microsoft Defender portal, Microsoft Entra admin/portal, Microsoft Intune, Microsoft Purview portal, SharePoint Admin Center, Teams Admin CenterOne alternative
Intune SuiteGemini 3.5 FlashCoreView ONEAvePoint Cloud GovernanceChangedagainst: ShareGateCoreView ONEagainst: M365 Admin Center, Microsoft Entra ID, Microsoft Purview DLPShareGateCoreView ONEagainst: AzureAD, M365 Admin Center GUI, MSOnline
Five alternatives
AdminDroid 365, AvePoint Confidence Platform, Quest Software, Rencore Governance, Syskit PointFour alternatives
Microsoft Entra ID Governance, Microsoft Purview, Rencore Governance, SharePoint Advanced ManagementFive alternatives
AdminDroid 365, AvePoint Confidence Platform, Cayosoft, ManageEngine M365 Manager Plus, Quest SoftwareThree alternatives
AdminDroid 365, CoreView ONE, ManageEngine M365 Manager PlusThree alternatives
AvePoint Confidence Platform, Quest Software, Syskit PointPerplexity SonarMicrosoft 365 E5CoreView ONEChangedEntra, Microsoft 365 Admin Center, Microsoft Intune, Microsoft Purview DLPCoreView ONEagainst: BetterCloud, Microsoft 365no first choiceagainst: Microsoft 365 Lighthouse
Six alternatives
AvePoint Cloud Management, BetterCloud, CoreView ONE, ManageEngine M365 Manager Plus, Microsoft 365 Lighthouse, ShareGateFour alternatives
AvePoint Cloud Management, Microsoft Entra ID, Microsoft Intune, Microsoft PurviewEight alternatives
AdminDroid 365, AvePoint Cloud Management, BetterCloud, CoreView ONE, ManageEngine M365 Manager Plus, Microsoft 365 Lighthouse, Quest On Demand Migration, ShareGateOne alternative
AvePoint Confidence PlatformGrok 4.20CoreView ONEMicrosoft PurviewChangedagainst: M365 Admin Center, Microsoft Entra ID Governance, ShareGate, SharePoint Advanced Management, Syskit PointAvePoint Confidence Platform, CoreView ONEagainst: Microsoft Intune, Microsoft Purview DLPVeeam Data Cloud for Microsoft 365against: Microsoft's native toolsno first choiceagainst: InfoPath 2013, MSOnline PowerShell module, Microsoft 365 Lighthouse, Microsoft Stream, SharePoint 2013 Workflows, SharePoint Add-ins, SharePoint Designer 2013, Skype for Business Online
Two alternatives
AdminDroid 365, AvePoint Confidence PlatformThree alternatives
AvePoint Confidence Platform, CoreView ONE, OrchestryFive alternatives
AdminDroid 365, Orchestry, ShareGate, Syskit Point, Veeam Data Cloud for Microsoft 365Two alternatives
AvePoint Cloud Management, CoreView ONEMistral SmallCoreView ONECoreView ONEHeldCoreView ONECoreView ONEagainst: AvePoint Confidence Platform, Microsoft 365 Admin Center, Microsoft Purview DLP, ShareGateAvePoint Confidence Platformagainst: ShareGateagainst: AvePoint Cloud Management, ManageEngine M365 Manager Plus, Microsoft 365 Admin Center, ShareGate
Three alternatives
Microsoft Purview, Rencore Governance, ShareGateFive alternatives
AvePoint Confidence Platform, Microsoft Purview, Orchestry, Rencore Governance, ShareGateThree alternatives
Microsoft Purview, Rencore Governance, ShareGateThree alternatives
CoreView ONE, Microsoft Native Tools, Quest On DemandDeepSeek V4 FlashCoreView ONEagainst: Microsoft's own admin centerMicrosoft PurviewChangedAdminDroid 365, CoreView ONEagainst: Microsoft 365 Admin Center, Microsoft 365 Lighthouse, Microsoft Defender, Microsoft Entra admin center, Microsoft Graph PowerShell, Microsoft IntuneManageEngine M365 Manager Plusagainst: AdminDroid 365CoreView ONEagainst: ManageEngine M365 Manager Plusagainst: Azure AD Graph API, Entra ID dynamic groups, sensitivity labels, retention policies, Exchange Admin Center (EAC) "classic", MSOnline, Microsoft 365 Admin Center, Microsoft Defender XDR, PowerShell
Four alternatives
AdminDroid 365, ManageEngine M365 Manager Plus, ShareGate, Veeam Data Cloud for Microsoft 365Four alternatives
AvePoint Cloud Governance, CoreView ONE, Microsoft 365 Admin Center, Microsoft Entra IDFour alternatives
AvePoint Cloud Management, BetterCloud, CyberDrain Improved Partner Portal, ManageEngine M365 Manager PlusOne alternative
CoreView ONEFour alternatives
AdminDroid 365, AvePoint Confidence Platform, Rencore Governance, ShareGateLlama 4 MaverickCoreView ONEno first choiceChangedCoreView ONEno first choiceOpsPilot365against: AvePoint Confidence Platform, Microsoft 365 Admin Center, ShareGate
Six alternatives
AvePoint Confidence Platform, ManageEngine M365 Manager Plus, Microsoft Purview, Orchestry, Rencore Governance, ShareGateThree alternatives
Microsoft Purview, Rencore Governance, ShareGateThree alternatives
Microsoft 365 E3, Microsoft 365 E5, Microsoft 365 E7Two alternatives
CoreView ONE, Microsoft IntuneQwen 3.7 FlashCoreView ONEMicrosoft Entra ID, Microsoft PurviewChangedCoreView ONEMicrosoft 365 Admin Centerno first choiceagainst: Active Directory Connect, Desktop Deployment Center, IDCRL, Microsoft Entra ID, Project Online, SharePoint Online Workflow Design Tools
Four alternatives
AvePoint Confidence Platform, Microsoft Intune, ShareGate, Veeam Backup for Microsoft 365Four alternatives
AvePoint Confidence Platform, Microsoft Intune, PowerShell, Tonic.aiThree alternatives
Microsoft 365 Lighthouse, Microsoft Purview, Quest OnTrackKimi K2AvePoint Confidence Platform, CoreView ONEagainst: BetterCloudMicrosoft PurviewChangedCoreView ONEAvePoint Confidence Platformagainst: BetterCloud, CoreView ONECoreView ONEagainst: Exchange Admin Center, Microsoft 365 Admin Center, Native Security & Compliance Center, PowerShell
Two alternatives
ShareGate, Syskit PointTwo alternatives
CoreView ONE, ShareGate ProtectThree alternatives
AvePoint Cloud Governance, Quest On Demand, Syskit PointThree alternatives
AvePoint Cloud Governance, BetterCloud, Quest On DemandGLM 4.7 FlashXMicrosoft IntuneCoreView ONE, Microsoft PurviewChangedCoreView ONEMicrosoft 365 Admin Center, Microsoft Intuneno first choiceagainst: Microsoft 365 Admin Center, Native PowerShell
Ten alternatives
AdminDroid 365, AvePoint Confidence Platform, Backupify, CoreView ONE, Microsoft 365 Admin Center, Microsoft 365 Lighthouse, Microsoft Entra ID, Orchestry, ShareGate, Veeam Data Cloud for M365Six alternatives
AdminDroid 365, Enterprise Mobility + Security, Microsoft Intune, Microsoft Purview, Rencore Governance, ShareGateFive alternatives
AdminDroid 365, AvePoint Cloud Management, Clobba Flex License Adoption, Easy365Manager, ManageEngine M365 Manager PlusMiniMax M2.5Microsoft 365 Admin CenterMicrosoft Entra ID GovernanceChangedno first choicepmo365no first choiceagainst: Microsoft 365 Admin Center, Microsoft Purviewagainst: CoreView ONE, ManageEngine M365 Manager Plus, Microsoft 365 Admin Center, Saviynt
Six alternatives
AdminDroid 365, ManageEngine M365 Manager Plus, Microsoft Intune, Microsoft Purview, ShareGate, Syskit PointThree alternatives
Microsoft 365 Admin Center, Microsoft Purview Compliance Manager, SharePoint Advanced ManagementFive alternatives
AdminDroid 365, AvePoint Confidence Platform, Rencore Governance, ShareGate, Veeam Data PlatformOne alternative
Microsoft 365GPT-6 LunaCoreView ONECoreView ONEHeldCoreView ONEagainst: Microsoft 365 LighthouseManageEngine M365 Manager Plusno first choiceagainst: MSOnline, Microsoft Entra Connect Sync 1.x or retired 2.x versions, SharePoint Add-ins, SharePoint Designer 2013
Two alternatives
AvePoint Confidence Platform, Microsoft's native admin centersOne alternative
AvePoint Cloud GovernanceFour alternatives
AvePoint Confidence Platform, ManageEngine M365 Manager Plus, Quest On Demand, ShareGate ProtectMuse Glimmer 30BMicrosoft 365 Admin CenterMicrosoft PurviewChangedCoreView ONENerdio Manager for MSPagainst: AvePoint Cloud ManagementAvePoint Cloud Managementagainst: Exchange Admin Center, Microsoft 365 Admin Center, PowerShell, Security & Compliance Center
Seven alternatives
AdminDroid 365, AvePoint Confidence Platform, BetterCloud, CoreView ONE, ManageEngine M365, Microsoft 365 Lighthouse, ShareGateTwo alternatives
Microsoft 365 Admin Center, Microsoft Entra ID GovernanceSix alternatives
AvePoint Confidence Platform, BetterCloud, ManageEngine M365 Manager Plus, Orchestry, Rencore Governance, ShareGateOne alternative
Modern WorkTwo alternatives
BetterCloud, Syskit PointBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:55 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:37 | yes | 4 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:52 | yes | 9 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 15:03 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:16 | yes | 13 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:27 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:39 | yes | 23 | 24 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:18 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 18:18 | yes | 5 | 23 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:56 | yes | 14 | 29 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:03 | yes | 24 | 38 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:03 | yes | 14 | 38 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 18:07 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:22 | yes | 14 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 14:36 | yes | 16 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:49 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:12 | no | 0 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 12:02 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:14 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:19 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 18:49 | yes | 19 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:30 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:26 | no | 0 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:02 | yes | 17 | 44 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:46 | yes | 19 | 220 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 13:48 | yes | 10 | 32 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:21 | yes | 2 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:15 | yes | 13 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:46 | yes | 10 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 14:38 | yes | 7 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:59 | yes | 7 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:58 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:14 | yes | 10 | 15 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:48 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:55 | yes | 24 | 68 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:46 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:25 | yes | 19 | 45 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 18:07 | yes | 24 | 41 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:15 | yes | 24 | 63 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 18:59 | yes | 10 | 41 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:11 | yes | 6 | 25 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:46 | yes | 16 | 46 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:15 | yes | 15 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:40 | yes | 1 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:37 | yes | 6 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 14:51 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:29 | yes | 20 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:08 | yes | 10 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:21 | yes | 23 | 35 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:55 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:10 | yes | 5 | 42 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:22 | yes | 24 | 59 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:32 | yes | 18 | 101 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:12 | yes | 22 | 52 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:36 | yes | 2 | 21 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:01 | yes | 19 | 33 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 19:06 | yes | 18 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:12 | yes | 3 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 14:54 | no | 0 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 17:06 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:52 | yes | 9 | 15 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:51 | no | 0 | 12 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:36 | yes | 24 | 39 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:45 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 19:10 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:09 | yes | 23 | 43 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:27 | yes | 23 | 67 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:00 | no | 0 | 24 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 14:47 | yes | 4 | 22 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:53 | yes | 14 | 20 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:24 | yes | 17 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:20 | no | 0 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:08 | no | 0 | 22 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 18:58 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:25 | yes | 15 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 16:26 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:55 | yes | 25 | 40 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:22 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:26 | yes | 10 | 52 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:15 | yes | 23 | 78 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:43 | yes | 25 | 38 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 16:29 | yes | 22 | 76 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:54 | yes | 7 | 21 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:12 | yes | 19 | 26 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
AdminDroid read as AdminDroid 365
AvePoint read as AvePoint Confidence Platform
AvePoint (Cloud Governance & Management Suite) read as AvePoint Confidence Platform
AvePoint (Cloud Governance / Policies & Insights) read as AvePoint Confidence Platform
AvePoint (Confidence Platform / Cloud Governance) read as AvePoint Confidence Platform
CoreView read as CoreView ONE
CoreView (CoreView ONE) read as CoreView ONE
ManageEngine read as ManageEngine M365 Manager Plus
ManageEngine (M365 Manager Plus) read as ManageEngine M365 Manager Plus
Quest read as Quest On Demand
Rencore read as Rencore Governance
Veeam read as Veeam Data Cloud for Microsoft 365
Unresolved, counted raw
365 Total Backup
Active Directory Connect (On-Premises Sync)
Chronom AI
Clobba Flex License Adoption
Desktop Deployment Center
Enterprise Agreements (EA)
Enterprise Mobility + Security (EMS)
Entra ID dynamic groups, sensitivity labels, retention policies
Exchange Admin Center (EAC) "classic"
Graph API / PowerShell
IDCRL (Identity Client Run Time Library)
InfoPath 2013
Intune Suite
M365 Admin Center GUI
ManageEngine M365
Microsoft 365 E7
Microsoft 365 Usage Analytics in Power BI
Microsoft Defender for 365
Microsoft Entra Connect Sync 1.x or retired 2.x versions
Microsoft Entra admin/portal
Microsoft Forms
Microsoft Project for the web
Microsoft Purview Compliance Manager
Microsoft's own admin center
Microsoft's own tools
Migration Manager
Modern Work
Native PowerShell (without governance)
Native Security & Compliance Center
OpsPilot365
Project Online
Quest OnTrack
Security & Compliance Center
SentryMDM
SharePoint 2013 Workflows
SharePoint Online Workflow Design Tools
Sherweb
Skype for Business Online
Subscription Management Hub
Teams Manager for Microsoft Te
Windows Autopilot
Workleap ShareGate
pmo365
Discontinued, still offered
No shut-down product was recommended here.