Eleven of twelve models named NinjaOne first on the direct prompt; zero named Action1. NinjaOne was named by twelve of the twelve models and Action1 by eight and NinjaOne carries 56 labels and Action1 11, so the shares are not directly comparable.
Named in seven categories this edition.
Named in four categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
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 three in this category shown.
“Mixed sentiment; some users report functional patch management ... while others find that advertised features don't always work as expected” GLM 4.7 FlashX · negative prompt · soft negative
“Often requires a minimum spend (~$200/mo), so it may be too expensive for very small budgets” Qwen 3.7 Flash · budget prompt · soft negative
“consider evaluating modern options like NinjaOne (which has a strong security reputation and fewer active exploitation cases)” DeepSeek V4 Flash · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“You should exercise caution with the following:” Mistral Small · negative prompt · soft negative
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.