| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Patch management | IT operations and endpoint | 12% | 3 of 85 | 11% | 37 | accepted challenger | =heldSince September 2026: 13% → 14%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Patching | 13% | 14% | =heldSince September 2026: 13% → 14%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 3 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 | 2 | 0 | 0 | 1 | 3 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 3 | 0 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.1 Fast | 2 | 1 | 0 | 1 | 4 |
| Mistral Small | 0 | 1 | 3 | 0 | 4 |
| DeepSeek V4 Flash | 1 | 3 | 1 | 0 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 1 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 2 | 1 | 0 | 0 | 3 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Prioritize tools with strong mid-market fit (e.g., Automox for cloud simplicity, NinjaOne for RMM integration).” Grok 4.1 Fast · Patching · scale prompt · first choice
“Choose NinjaOne or Automox if you want strong automation and simpler cloud-managed patching.” GPT-5.4 mini · Patching · comparative prompt · first choice
“are often the safest all-round choices because they combine broad third-party coverage” GLM 4.7 FlashX · Patching · direct prompt · first choice
“NinjaOne is the most commonly recommended choice for mid-market companies.” Claude Haiku 4.5 · Patching · 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.
“only if you are also paying for broader RMM/IT management features, since their pricing model is aimed more at bundled platform use” Perplexity Sonar · Patching · budget prompt · soft negative
“reviews highlight frequent patch failures without clear root-cause diagnostics, limited Mac/Linux support” Grok 4.1 Fast · Patching · negative prompt · soft negative
“NinjaOne (though NinjaOne is pricier, it is highly rated)” Qwen 3.7 Flash · Patching · budget prompt · soft negative
“NinjaOne has issues with not transparent pricing” Claude Haiku 4.5 · 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 113 of the 121 answers that named NinjaOne Autonomous Patch Management and are not a share of its labels.
441 of the 489 domain citations in answers naming NinjaOne Autonomous Patch Management 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,968 | 1 | 2026-08-20 | RMM, Patching | |
| Comparison | 307 | 0 | 2023-03-24 | RMM, Patching | |
| Glossary or explainer | 181 | 0 | 2024-09-13 | Patching, ITAM | |
| Template or tool | 25 | undated | Patching | ||
| Case study | 17 | 1 | 2026-07-23 | ||
| Webinar or virtual event | 9 | 0 | 2023-11-17 | ||
| Report or ebook | 9 | undated | |||
| Conference or event | 5 | 0 | 2020-06-24 | ||
| Podcast or video | 1 | undated | |||
| News or press | 1 | undated |
As the event pages on ninjaone.com state them, read September 28, 2026.
Every page ninjaone.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name RMM (48); 36 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
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 NinjaOne Autonomous Patch Management's own pages state, read October 5, 2026: ninjaone.com/patch-management, ninjaone.com/de/patch-management, ninjaone.com/ja/patch-management, ninjaone.com/rmm/patch-automation, ninjaone.com/pt-br/patch-management. 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 NinjaOne Autonomous Patch Management'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 NinjaOne Autonomous Patch Management, 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 NinjaOne Autonomous Patch Management by email, built from the raw record of the edition. It shows:
NinjaOne Autonomous Patch Management is among the products AI models recommend 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.