Five of fourteen models named ManageEngine OpManager first on the direct prompt; zero named Nagios. ManageEngine OpManager was named by fourteen of the fourteen models and Nagios by thirteen and ManageEngine OpManager carries 44 labels and Nagios 37, so the shares are not directly comparable.
Named in seven categories this edition.
Named in five 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 network monitoring and management page.
Across every category in the November 2026 Edition, ManageEngine OpManager and Nagios were named in the same answer forty-two times, of the 239 answers naming ManageEngine OpManager and the 161 naming Nagios. In those answers Nagios took the first choice one time and ManageEngine OpManager nine.
| 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.
“Part of a product line with frequent critical flaws ... High attack surface if not hardened.” Grok 4.20 · negative prompt · soft negative
“1. ManageEngine OpManager - a holistic network management software for performance monitoring, fault diagnosis, and troubleshooting.” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“I'd suggest starting with Zabbix or Nagios Core since they're completely free and enterprise-grade” MiniMax M2.5 · budget prompt · first choice
“Stick to well-established, actively maintained tools like SolarWinds NPM, PRTG, Nagios, or Zeek” MiniMax M2.5 · negative 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.