Zero of fourteen models named Armis Centrix first on the direct prompt; zero named Forescout Vistaro Platform. Armis Centrix was named by fourteen of the fourteen models and Forescout Vistaro Platform by nine and Armis Centrix carries 37 labels and Forescout Vistaro Platform 17, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 OT and IoT security page.
Across every category in the November 2026 Edition, Armis Centrix and Forescout Vistaro Platform were named in the same answer forty-nine times, of the 116 answers naming Armis Centrix and the 58 naming Forescout Vistaro Platform. In those answers Forescout Vistaro Platform took the first choice one time and Armis Centrix four.
| 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. Six of eight in this category shown.
“Avoid the premium OT-native suites – Claroty, Nozomi, Dragos, Armis – for a tight budget” Muse Glimmer 30B · budget prompt · hard negative
“their premium pricing and deployment complexity limit accessibility for mid-tier or resource-constrained organizations” Muse Glimmer 30B · direct prompt · soft negative
“Validate the post-acquisition roadmap, licensing, support model, and ServiceNow integration before committing.” Perplexity Sonar · negative prompt · soft negative
“look for converged platforms like Claroty or Armis that cover OT + IoT + other connected assets” GPT-5.4 mini · comparative prompt · first choice
“Use dedicated OT-native platforms (Claroty, Nozomi Networks, Dragos, Armis)” DeepSeek V4 Flash · negative prompt · first choice
“Top Recommendation: Armis (Enterprise Security Platform)” Qwen 3.7 Flash · 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.
“Can be resource-intensive, pricing model may be complex, initial configuration can be challenging.” Qwen 3.7 Flash · negative prompt · soft negative
“Start by evaluating Forescout or Claroty” Claude Haiku 4.5 · paraphrase prompt · first choice
“Forescout offers deep packet inspection for IoT/OT protocol analysis combined with broad IoT/IT visibility in a single-vendor approach” Claude Haiku 4.5 · comparative prompt · alternative
“Forescout “$7,500/year base appliance/virtual deployment tier (~$15-$25/endpoint/year) 30-day virtual appliance evaluation license”” Muse Glimmer 30B · budget 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.