One of fourteen models named Zabbix first on the direct prompt; two named Paessler PRTG Network Monitor. Both were named by all fourteen models and Zabbix carries 49 labels and Paessler PRTG Network Monitor 56, so the shares are not directly comparable.
Named in eight categories 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 network monitoring and management page.
Across every category in the November 2026 Edition, Zabbix and Paessler PRTG Network Monitor were named in the same answer 135 times, of the 358 answers naming Zabbix and the 186 naming Paessler PRTG Network Monitor. In those answers Paessler PRTG Network Monitor took the first choice forty-four times and Zabbix seventeen.
| 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.
“Free/Open Source. Extremely powerful and customizable, but requires significant Linux/sysadmin expertise to maintain and tune. Only choose this if you have strong engineering talent.” Qwen 3.7 Flash · scale prompt · soft negative
“The best network monitoring tool for a company with a limited budget is Zabbix, as it is open-source and free to self-host” Llama 4 Maverick · budget 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.
“Reddit community sentiment: Strongly discouraged by networking professionals” Qwen 3.7 Flash · negative prompt · hard negative
“PRTG, Auvik, WhatsUp Gold, and Kentik are examples of products whose pricing units should be modeled carefully before purchase.” Perplexity Sonar · negative prompt · soft negative
“While powerful, it has received a "Fair" rating (2.5/5) with reservations. Its sensor-based licensing can become expensive” Mistral Small · negative prompt · soft negative
“PRTG Network Monitor: Very popular for mid-sized companies. Easy to set up, sensor-based pricing (be careful with sensor counts), good all-in-one feel.” Qwen 3.7 Flash · scale prompt · first choice
“For most mid-market B2B companies, Paessler PRTG Network Monitor is the best default choice.” Perplexity Sonar · direct prompt · first choice
“Best for: teams that want an easy-to-use, all-in-one, sensor-based monitoring platform.” GPT-5.4 mini · comparative 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.