One of fourteen models named Nozomi Networks Guardian first on the direct prompt; one named Armis Centrix. Nozomi Networks Guardian was named by thirteen of the fourteen models and Armis Centrix by fourteen and Nozomi Networks Guardian carries 46 labels and Armis Centrix 31, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 OT and IoT security page.
Across every category in the October 2026 Edition, Nozomi Networks Guardian and Armis Centrix were named in the same answer eighty-eight times, of the 142 answers naming Nozomi Networks Guardian and the 106 naming Armis Centrix. In those answers Armis Centrix took the first choice eight times and Nozomi Networks Guardian nineteen.
| 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. Six of eight in this category shown.
“Avoid if budget is tight: Nozomi Networks” Perplexity Sonar · budget prompt · hard negative
“The presence of recent high-severity privilege and authentication issues does not mean the product should be avoided outright, it means deployments must be kept current” Muse Glimmer 30B · negative prompt · soft negative
“frequently cost six figures and require dedicated Security Operations Center (SOC) teams—usually out of reach” Gemini 3.5 Flash · budget prompt · soft negative
“Offers the broadest range of deployment form factors and has the most extensive OT and IoT device coverage by asset type count and the strongest scalability” Claude Haiku 4.5 · direct prompt · first choice
“Claroty and Nozomi are widely regarded as market leaders for broad asset visibility and risk posture.” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend Nozomi Networks (specifically their Guardian platform with Vantage SaaS management)” Grok 4.1 Fast · 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.
“Example Platforms to approach with caution: Armis Centrix (or similar integration-heavy IT/IoT platforms)” Gemini 3.5 Flash · negative prompt · soft negative
“Strong on IoT/XIoT discovery but weaker on deep OT protocol knowledge vs. natives like Dragos/Nozomi.” Grok 4.1 Fast · negative prompt · soft negative
“not the same as deep OT-native detection; they may be better suited to IoT visibility” Perplexity Sonar · negative prompt · soft negative
“I'd recommend Armis as the primary choice due to its balance of comprehensive device discovery, ease of implementation, and vendor compatibility” Claude Haiku 4.5 · paraphrase prompt · first choice
“You should only choose Agentless (passive monitoring) platforms like Claroty, Nozomi, or Armis for OT.” Qwen 3.7 Flash · negative prompt · first choice
“start with Claroty xDome or Armis” Kimi K2 · direct 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.