Two of fourteen models named New Relic first on the direct prompt; one named Paessler PRTG. New Relic was named by fourteen of the fourteen models and Paessler PRTG by ten and New Relic carries 49 labels and Paessler PRTG 23, so the shares are not directly comparable.
Named in eight categories this edition.
Named in four 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.
| 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. Two of two in this category shown.
“Avoid SaaS like Datadog/New Relic (start at $15+/host/month, costs explode)” Grok 4.1 Fast · budget prompt · hard negative
“Offers a simpler pricing model than Datadog... strong, unified platform that is often much easier to budget for at a 500-person scale.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Paessler PRTG is not well-suited for cloud-native or container-heavy environments.” Claude Haiku 4.5 · negative prompt · hard negative
“Limited to 100 sensors in the free tier ... paid tier can get expensive ... the UI feels dated” DeepSeek V4 Flash · negative prompt · soft negative
“user-friendly but limits scale without buying (~$1,750 for 500 sensors)” Grok 4.1 Fast · budget prompt · soft negative
“PRTG - If you want a more established tool with a free version and willing to scale up later” MiniMax M2.5 · budget prompt · first choice
“the best *default* choice is usually PRTG Network Monitor” Perplexity Sonar · direct prompt · first choice
“Paessler PRTG is a strong alternative because it offers a free tier up to 100 sensors” Perplexity Sonar · budget 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.