| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Patch management | IT operations and endpoint | 29% | 1 of 85 | 10% | 51 | accepted challenger | ▲+8Since September 2026: 21% → 30%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Patching | 21% | 30% | ▲+8Since September 2026: 21% → 30%, +8 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 1 of 85 |
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 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 1 | 4 |
| Perplexity Sonar | 1 | 1 | 1 | 0 | 3 |
| Grok 4.20 | 3 | 2 | 0 | 0 | 5 |
| Mistral Small | 1 | 0 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 3 | 1 | 1 | 6 |
| Llama 4 Maverick | 2 | 0 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 1 | 1 | 1 | 5 |
| Kimi K2 | 1 | 2 | 2 | 0 | 5 |
| GLM 4.7 FlashX | 2 | 1 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 4 | 0 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 2 | 1 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“ManageEngine Patch Manager Plus: It covers Windows, macOS, and Linux OS patching alongside third-party application updates for 850+ applications.” Llama 4 Maverick · Patching · paraphrase prompt · first choice
“For third-party patching: ManageEngine Patch Manager Plus. Top pick for mid-sized businesses due to its balance of features, cost, and ease” Grok 4.20 · Patching · paraphrase prompt · first choice
“ManageEngine Patch Manager Plus gives you the widest third-party catalogue and policy-driven automation with a low entry cost.” Muse Glimmer 30B · Patching · paraphrase prompt · first choice
“Option A: ManageEngine Patch Manager Plus (Best for Value & Versatility) This is highly recommended for mid-sized teams” Qwen 3.7 Flash · Patching · paraphrase 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.
“vendors like ManageEngine and Qualys publish their own security advisories, which is normal, but it also means the patching platform itself becomes part of your attack surface” GPT-5.4 mini · Patching · negative prompt · soft negative
“The issues are real but not universal — evaluate against your environment size and complexity.” DeepSeek V4 Flash · Patching · negative prompt · soft negative
“You can use them (they are functional), but audit their changelogs carefully.” Qwen 3.7 Flash · Patching · negative prompt · soft negative
“often criticized for being up to 6 months behind on patches... a risky choice” Mistral Small · 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 122 of the 131 answers that named ManageEngine Patch Manager Plus and are not a share of its labels.
506 of the 506 domain citations in answers naming ManageEngine Patch Manager Plus 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 Patch Manager Plus's own pages state, read September 28, 2026: manageengine.com/network-monitoring/emergency-patching.html, manageengine.com/network-monitoring-msp/emergency-patching.html, manageengine.com/it-operations-management/emergency-patching.html, manageengine.com/network-configuration-manager/emergency-patching.html, manageengine.com/analytics-plus/advanced-analytics-for-patchmanagerplus.html. 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 Patch Manager Plus'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 Patch Manager Plus, 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 Patch Manager Plus by email, built from the raw record of the edition. It shows:
AI models recommend ManageEngine Patch Manager Plus first in Patch 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.