| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Microsoft 365 management | IT operations and endpoint | 4% | 7 of 149 | 11% | 18 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 3 | 2 | 0 | 0 | 5 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 0 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Built-in admin needs: start with Microsoft 365 Admin Center because it already centralizes core admin portals.” Perplexity Sonar · M365 management · comparative prompt · first choice
“Best for: day-to-day tenant administration. This is the central place for core Microsoft 365 service management” GPT-5.4 mini · M365 management · comparative prompt · first choice
“Best budget choice for most companies: Microsoft 365 Admin Center, supplemented by Microsoft Graph PowerShell.” GPT-6 Luna · M365 management · budget prompt · first choice
“If you mean one primary management console, the answer is: Microsoft 365 admin center” GPT-5.4 mini · M365 management · direct prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Fine for basic tasks (user management, service health), but lacks depth for advanced governance, granular reporting, security posture, or multi-tenant ops.” Grok 4.1 Fast · M365 management · negative prompt · soft negative
“Core for daily admin tasks like user/license management, but lacks advanced automation/reporting.” Grok 4.1 Fast · M365 management · direct prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 69 of the 75 answers that named Microsoft 365 Admin Center and are not a share of its labels.
215 of the 280 domain citations in answers naming Microsoft 365 Admin Center came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Microsoft 365 Admin Center's own pages state, read October 5, 2026: microsoft.com/bg-bg/microsoft-365/business/manage-office-365-admin-app, microsoft.com/de-de/microsoft-365/business/manage-office-365-admin-app, microsoft.com/fi-fi/microsoft-365/business/manage-office-365-admin-app, microsoft.com/es-es/microsoft-365/business/manage-office-365-admin-app, microsoft.com/fr-fr/microsoft-365/business/manage-office-365-admin-app. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Microsoft 365 Admin Center's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Microsoft 365 Admin Center, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Microsoft 365 Admin Center by email, built from the raw record of the edition. It shows: