| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Unified endpoint management | IT operations and endpoint | 27% | 2 of 53 | 11% | 61 | accepted challenger | ▼−1Since September 2026: 26% → 25%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Patch management | IT operations and endpoint | 2% | 8 of 85 | 27% | 11 | criticized challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Remote monitoring and management | IT operations and endpoint | 0% | 35 of 62 | 33% | 3 | under 10 labels · led by NinjaOne at 47% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| IT asset management | IT operations and endpoint | 0% | 33 of 82 | 0% | 1 | under 10 labels · led by Freshservice at 31% | newNew since September 2026: not ranked then, 0% now. |
| Microsoft 365 management | IT operations and endpoint | 0% | 55 of 149 | 0% | 1 | under 10 labels · led by CoreView at 20% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Patching | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 12 → 8 of 85 |
| RMM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 35 of 62 |
| UEM | 26% | 25% | ▼−1Since September 2026: 26% → 25%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 of 53, unchanged |
| ITAM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 33 of 82, unchanged |
| M365 management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 55 of 149, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 1 | 0 | 1 | 4 |
| GPT-5.4 mini | 0 | 3 | 0 | 2 | 5 |
| Gemini 3.5 Flash | 1 | 4 | 2 | 1 | 8 |
| Perplexity Sonar | 2 | 1 | 1 | 0 | 4 |
| Grok 4.20 | 1 | 5 | 1 | 0 | 7 |
| Mistral Small | 2 | 2 | 0 | 1 | 5 |
| DeepSeek V4 Flash | 2 | 2 | 2 | 1 | 7 |
| Llama 4 Maverick | 1 | 1 | 4 | 0 | 6 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 2 | 5 |
| Kimi K2 | 1 | 3 | 1 | 1 | 6 |
| GLM 4.7 FlashX | 0 | 5 | 1 | 0 | 6 |
| MiniMax M2.5 | 1 | 2 | 0 | 2 | 5 |
| GPT-6 Luna | 0 | 3 | 1 | 0 | 4 |
| Muse Glimmer 30B | 3 | 1 | 1 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“Windows / mixed OS, tight budget and want one console for patching, software deployment, asset and remote support → ManageEngine Endpoint Central.” Muse Glimmer 30B · UEM · direct prompt · first choice
“the best unified endpoint management (UEM) platform for a company with a limited budget is ManageEngine Endpoint Central” Mistral Small · UEM · budget prompt · first choice
“For the lowest cost, consider ManageEngine Endpoint Central or Microsoft Intune if you already own Microsoft 365 licenses.” Claude Haiku 4.5 · UEM · budget prompt · first choice
“ManageEngine Endpoint Central (particularly its Professional or UEM Edition) stands out as one of the strongest options” Grok 4.20 · UEM · budget 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.
“HIGH CAUTION/AVOID UNLESS SPECIFIC FIT ... Poor scalability for very large fleets” Mistral Small · UEM · negative prompt · hard negative
“Choose ManageEngine only if you are managing fewer than 10 computers right now and absolutely cannot spend any cash on software.” Qwen 3.7 Flash · RMM · budget prompt · soft negative
“Common complaints include a busy interface and setup that takes time, plus security modules and extra servers cost more” Claude Haiku 4.5 · UEM · negative prompt · soft negative
“ManageEngine Desktop Central (2021) | CVE‑2021‑44515 – unauthenticated remote code execution.” MiniMax M2.5 · Patching · negative 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 204 of the 206 answers that named ManageEngine Endpoint Central and are not a share of its labels.
610 of the 674 domain citations in answers naming ManageEngine Endpoint Central came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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 ManageEngine Endpoint Central's own pages state, read September 28, 2026: manageengine.com/it/unified-endpoint-management-security.html, manageengine.com/academy/unified-endpoint-management-system.html, manageengine.com/mobile-device-management/unified-endpoint-management-market-report.html, manageengine.com/insights/tag/endpoint-security, manageengine.com/vn/desktop-central/endpoint-security. 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 ManageEngine Endpoint Central'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 ManageEngine Endpoint Central, 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 ManageEngine Endpoint Central by email, built from the raw record of the edition. It shows:
ManageEngine Endpoint Central is among the products AI models recommend first in Unified endpoint management this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.