Zero of fourteen models named Zabbix first on the direct prompt; one named LogicMonitor. Zabbix was named by thirteen of the fourteen models and LogicMonitor by eleven and Zabbix carries 47 labels and LogicMonitor 22, so the shares are not directly comparable.
Named in eight 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 October 2026 Edition, Zabbix and LogicMonitor were named in the same answer sixty-four times, of the 309 answers naming Zabbix and the 141 naming LogicMonitor. In those answers LogicMonitor took the first choice six times and Zabbix two.
| 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.
“open-source is usually a poor fit for mid-market teams” Gemini 3.5 Flash · direct prompt · hard negative
“For most small businesses, Zabbix and Nagios Core are the top free choices due to their comprehensive features and no-cost licensing.” Mistral Small · budget prompt · first choice
“I'd suggest starting with Zabbix or Netdata since they are open-source and don't have licensing costs” MiniMax M2.5 · 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.
“LogicMonitor is the top pick for 2025 for its comprehensive approach to network visibility across complex hybrid environments.” Claude Haiku 4.5 · comparative prompt · first choice
“LogicMonitor – Highly rated for mid-to-large hybrid cloud environments, offering agentless collectors and custom pricing.” Mistral Small · 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.