Ten of fourteen models named NinjaOne first on the direct prompt; zero named Action1. NinjaOne was named by fourteen of the fourteen models and Action1 by eight and NinjaOne carries 60 labels and Action1 10, so the shares are not directly comparable.
Named in twelve categories this edition.
Named in six categories 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 remote monitoring and management page.
| 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. Five of five in this category shown.
“Avoid: NinjaOne and traditional RMMs” Kimi K2 · budget prompt · hard negative
“Broadest platform, highly rated, but per-device costs scale with growth” DeepSeek V4 Flash · budget prompt · soft negative
“For most MSPs managing 100–1,000 endpoints, NinjaOne currently offers the best balance of ease of use, automation, and transparent pricing.” MiniMax M2.5 · comparative prompt · first choice
“NinjaOne leads the list thanks to its unified “single pane of glass” platform, strong automation, reliable monitoring, built-in remote access” Muse Glimmer 30B · comparative prompt · first choice
“NinjaOne and Datto RMM are often cited as top choices due to their strong balance of features, scalability, and enterprise-readiness” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“we observed threat actors leveraging vulnerability management software such as Action1 to deploy ScreenConnect clients via Microsoft Installer packages” Muse Glimmer 30B · negative prompt · soft negative
“Choose Action1 if you have under 200 devices and your primary needs are patching, software deployment, and remote access.” Gemini 3.5 Flash · budget 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.