Zero of fourteen models named Action1 first on the direct prompt; two named Automox. Action1 was named by thirteen of the fourteen models and Automox by thirteen and Action1 carries 38 labels and Automox 36, so the shares are not directly comparable.
Named in six categories this edition.
Named in three 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 patch management page.
Across every category in the October 2026 Edition, Action1 and Automox were named in the same answer sixty-seven times, of the 184 answers naming Action1 and the 128 naming Automox. In those answers Automox took the first choice seven times and Action1 twenty-one.
| 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. Two of two in this category shown.
“Automox or Action1 | Extremely modern, cloud-native, excellent cross-platform support (Mac/Win/Linux), and very simple to deploy” Gemini 3.5 Flash · scale prompt · first choice
“Action1 is the clear winner. Its free tier (200 endpoints, full functionality, no expiration) is unmatched in the industry” DeepSeek V4 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Automox takes a unique approach by being fully SaaS-based... The modern leaders (Automox, Tanium, Ivanti) treat patching as code or policy.” Qwen 3.7 Flash · comparative prompt · first choice
“If I had to pick one without more details: Automox for a mid-market company that wants a dedicated, cloud-managed patching tool” GPT-6 Luna · direct prompt · first choice
“Pure-Play Cloud Patching | Automox or Action1 | Extremely modern, cloud-native, excellent cross-platform support” Gemini 3.5 Flash · scale 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.