Thirteen of fourteen models named NinjaOne RMM first on the direct prompt; one named Atera. Both were named by all fourteen models and NinjaOne RMM carries 65 labels and Atera 64, so the shares are not directly comparable.
Named in two categories this edition.
Named in twelve 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.
Across every category in the November 2026 Edition, NinjaOne RMM and Atera were named in the same answer 176 times, of the 211 answers naming NinjaOne RMM and the 361 naming Atera. In those answers Atera took the first choice thirty-three times and NinjaOne RMM eighty-seven.
| Model | DirectNR | ParaphraseNR | ComparativeNR | Budget-constrainedNR | Scale-constrainedNR | NegativeNR |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | NR | NR | NR | NR | ||
| GPT-5.4 mini | NR | NR | NR | NR | ||
| Gemini 3.5 Flash | NR | NR | NR | NR | NR | |
| Perplexity Sonar | NR | NR | NR | |||
| Grok 4.20 | NR | NR | NR | NR | NR | NR |
| Mistral Small | NR | NR | NR | NR | ||
| DeepSeek V4 Flash | NR | NR | NR | NR | NR | |
| Llama 4 Maverick | NR | NR | ||||
| Qwen 3.7 Flash | NR | NR | NR | NR | NR | |
| Kimi K2 | NR | NR | NR | NR | ||
| GLM 4.7 FlashX | NR | NR | NR | NR | NR | |
| MiniMax M2.5 | NR | NR | NR | NR | ||
| GPT-6 Luna | NR | NR | NR | |||
| Muse Glimmer 30B | NR | NR | NR | NR |
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. Six of seven in this category shown.
“Users reported unexpected OS‑upgrade reboots affecting ~25 % of devices; root‑cause analysis still ongoing.” GLM 4.7 FlashX · negative prompt · soft negative
“it's usually not the cheapest option. It uses pay-per-device pricing” GPT-5.4 mini · budget prompt · soft negative
“These show up in threat reports for abuse” Grok 4.20 · negative prompt · soft negative
“NinjaOne is a highly recommended remote monitoring and management tool for managed service providers, particularly for mid-sized B2B companies” Llama 4 Maverick · paraphrase prompt · first choice
“NinjaOne is commonly positioned as the easiest broad RMM choice, with strong patching, automation, monitoring, backup, and remote access.” Perplexity Sonar · comparative prompt · first choice
“I'd generally recommend NinjaOne as the best default choice for an MSP-style remote monitoring and management platform.” GPT-5.4 mini · 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.
“Per-technician pricing models make Atera and Syncro incredibly attractive for small MSPs... these platforms often lag in advanced feature sets” Gemini 3.5 Flash · negative prompt · soft negative
“Atera or Syncro offer the best value because their per-technician pricing means costs don't scale” Kimi K2 · budget prompt · first choice
“Start with trials of NinjaOne and Atera—they're frequently praised for mid-market balance.” Grok 4.20 · scale prompt · first choice
“For beginners/small MSPs: Start with Atera or NinjaOne for quick ROI.” Grok 4.20 · comparative 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.