Three of fourteen models named NinjaOne Autonomous Patch Management first on the direct prompt; five named ManageEngine Patch Manager Plus. Both were named by all fourteen models and NinjaOne Autonomous Patch Management carries 52 labels and ManageEngine Patch Manager Plus 46, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the patch management page.
Across every category in the November 2026 Edition, NinjaOne Autonomous Patch Management and ManageEngine Patch Manager Plus were named in the same answer ninety-eight times, of the 156 answers naming NinjaOne Autonomous Patch Management and the 128 naming ManageEngine Patch Manager Plus. In those answers ManageEngine Patch Manager Plus took the first choice thirteen times and NinjaOne Autonomous Patch Management twenty-three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“NinjaOne Patch Management — Editor's Choice ... Most mid-market companies find that NinjaOne or Action1 provide the best balance” GLM 4.7 FlashX · direct prompt · first choice
“The Best All-In-One Solution: NinjaOne (formerly NinjaRMM) ... frequently cited as the "Editor's Choice" for mid-market companies” Qwen 3.7 Flash · direct prompt · first choice
“### Recommended Third-Party Patching Solution NinjaOne Patch Management (cloud-based, part of their RMM platform).” Grok 4.20 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“criticism for its agent, which can be difficult to configure and uninstall” Mistral Small · negative prompt · soft negative
“For most mid-market B2B companies, ManageEngine Patch Manager Plus offers the best balance of features, transparent pricing, and comprehensive coverage.” MiniMax M2.5 · direct prompt · first choice
“ManageEngine Patch Manager Plus is the strongest general-purpose fit because it supports Windows, macOS, and Linux” Perplexity Sonar · paraphrase prompt · first choice
“The recommended OS and third-party patching solution for a mid-sized B2B company is ManageEngine Patch Manager Plus” Llama 4 Maverick · paraphrase prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.