Zero of fourteen models named Action1 first on the direct prompt; one named N-able N-central. Action1 was named by eight of the fourteen models and N-able N-central by eleven and Action1 carries 10 labels and N-able N-central 23, so the shares are not directly comparable.
Named in six 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 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 4.1 Fast | ||||||
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Status: High Caution (Active Exploit) ... Hackers are currently exploiting this flaw to bypass authentication” GLM 4.7 FlashX · negative prompt · hard negative
“N-able N-central — highest immediate diligence for self-hosted deployments.... confirm the exact build, patch status, and incident checks” GPT-6 Luna · negative prompt · soft negative
“Why be cautious: Ongoing security issues; recent "incomplete patch" bypass of earlier fixes” Kimi K2 · negative prompt · soft negative
“best RMM platform is usually N-able N-central” GPT-5.4 mini · direct prompt · first choice
“You need more granular rules, custom automation, or broader monitoring across a complex environment. Its flexibility may bring more configuration overhead.” GPT-6 Luna · direct prompt · alternative
“If you need the deepest automation and scalability for large MSPs, N‑able N‑central is designed for that use case.” GLM 4.7 FlashX · comparative prompt · alternative
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.