Two of fourteen models named Nozomi Networks Guardian first on the direct prompt; zero named Armis Centrix. Both were named by all fourteen models and Nozomi Networks Guardian carries 51 labels and Armis Centrix 37, 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, Nozomi Networks Guardian and Armis Centrix were named in the same answer ninety-five times, of the 146 answers naming Nozomi Networks Guardian and the 116 naming Armis Centrix. In those answers Armis Centrix took the first choice ten times and Nozomi Networks Guardian eighteen.
| 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 premium OT-native leaders like Claroty ... or Nozomi (great passive sensors)” Grok 4.20 · budget prompt · hard negative
“Most enterprise-grade platforms (like Dragos, Claroty, or Nozomi Networks) cost $100,000+ annually, which is out of reach for small budgets.” GLM 4.7 FlashX · budget prompt · soft negative
“Check ownership implications, roadmap control, data residency, and contract terms because it is now owned by Mitsubishi Electric.” Perplexity Sonar · negative prompt · soft negative
“Nozomi Networks Guardian / Vantage. Passive, agentless discovery and multi-site cloud console is the most cited fit for manufacturers with limited SOC staff.” Muse Glimmer 30B · direct prompt · first choice
“Choose Nozomi/Dragos if you want to understand the commands being sent and prevent malicious manipulation of physical processes.” Qwen 3.7 Flash · comparative prompt · first choice
“My default recommendation: Nozomi Networks Guardian, with Vantage for centralized management if you have multiple sites.” GPT-6 Luna · paraphrase 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.
“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
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.