One of fourteen models named Atera first on the direct prompt; zero named Action1. Both were named by all fourteen models and Atera carries 64 labels and Action1 24, 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.
Across every category in the November 2026 Edition, Atera and Action1 were named in the same answer ninety-one times, of the 361 answers naming Atera and the 262 naming Action1. In those answers Action1 took the first choice twenty-seven times and Atera eleven.
| 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. 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
No label in this category carried a quote.
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.