Zero of fourteen models named Zabbix first on the direct prompt; one named ManageEngine OpManager. Zabbix was named by fourteen of the fourteen models and ManageEngine OpManager by ten and Zabbix carries 46 labels and ManageEngine OpManager 25, so the shares are not directly comparable.
Named in eight categories this edition.
Named in seven 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 infrastructure monitoring page.
Across every category in the October 2026 Edition, Zabbix and ManageEngine OpManager were named in the same answer ninety-six times, of the 309 answers naming Zabbix and the 194 naming ManageEngine OpManager. In those answers ManageEngine OpManager took the first choice thirteen times and Zabbix thirteen.
| 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. Three of three in this category shown.
“Avoid Nagios and raw Zabbix if you value speed and ease-of-use over granular control.” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid Zabbix if you need modern UI and simplicity, as its user interface feels dated.” Claude Haiku 4.5 · negative prompt · hard negative
“Zabbix – best all-in-one for traditional infrastructure ... Need one install with UI, alerting and auto-discovery and minimal ops overhead → Zabbix.” Muse Glimmer 30B · budget 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.
“A comprehensive monitoring tool that can monitor networks, servers, applications, and websites. It is suitable for mid-sized teams on a fixed budget” Llama 4 Maverick · paraphrase prompt · first choice
“The best infrastructure monitoring tool for a company with a limited budget is ManageEngine OpManager” Llama 4 Maverick · budget 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.