Zabbix vs New Relic
Zero of fourteen models named Zabbix first on the direct prompt; one named New Relic. Both were named by all fourteen models and Zabbix carries 53 labels and New Relic 49, so the shares are not directly comparable.
Named in eight categories this edition.
Named in nine 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.
By framing
ZabbixFirst choices, of fourteen modelsNew Relic
Across every category in the November 2026 Edition, Zabbix and New Relic were named in the same answer 130 times, of the 358 answers naming Zabbix and the 709 naming New Relic. In those answers New Relic took the first choice twelve times and Zabbix eight.
Every model, every framing
| 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 | | | | | |
Zabbix New Relic first choice named as an alternative argued againstblank: not namedEach cell is one answer, Zabbix on the left and New Relic on the right.The direct prompt
New Relic first, Zabbix an alternative
1 of 14 modelsZabbix was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Zabbix15%#2 of 16New Relic12%#3 of 16New Relic4%#4 of 14Zabbix2%#6 of 14What the models said about Zabbix
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Zabbix, Nagios, and comparable systems can be effective, but their technical and staffing costs may outweigh free or low license pricing as environments grow.” Perplexity Sonar · negative prompt · soft negative
“Interface can be confusing, jumps between config and viewing; at scale, you need significant tuning, proxy management, and history database optimization.” GLM 4.7 FlashX · negative prompt · soft negative
“starting with Zabbix, Prometheus + Grafana, or Checkmk Community gives you enterprise-grade visibility without any licensing cost” GLM 4.7 FlashX · budget prompt · first choice
“Zabbix – best all-in-one, no license budget ... It is the most complete free forever platform for full NOC visibility.” Muse Glimmer 30B · budget prompt · first choice
“For most small or budget-conscious companies monitoring servers, network devices, and services, I'd start with Zabbix.” GPT-6 Luna · budget prompt · first choice
What the models said about New Relic
No label in this category carried a quote.
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.