accepted challengerNamed in eleven categories this edition.
accepted challengerNamed in nine categories this edition.
First-choice share12%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate4%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 16; printed, not drawn.
Labels2749A count; the two differ.
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Site24x7First choices, of fourteen modelsNew Relic
Direct211 against New Relic
Paraphrase41
Comparative01
Budget-constrained00
Scale-constrained01
Negative001 against Site24x7 · 5 against New Relic
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
The direct prompt
The plain question, one answer per model, grouped by where Site24x7 and New Relic stood in it.
Site24x7 first, New Relic not the choice
2 of 14 modelsNew Relic was named in the answer but not as the choice, or not at all.Kimi K2Site24x7 alternatives: Coralogix, Motadata ObserveOps, Paessler PRTG, Zabbix
MiniMax M2.5Site24x7 alternatives: Datadog, LogicMonitor, NinjaOne
New Relic first, Site24x7 an alternative
1 of 14 modelsSite24x7 was named in the answer but not as the choice, or not at all.Muse Glimmer 30BDatadog, New Relic alternatives: LogicMonitor, ManageEngine OpManager, Prometheus + Grafana, Site24x7, Zabbix
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniDatadog alternatives: Grafana, New Relic
Gemini 3.5 FlashGrafana alternatives: Better Stack, LogicMonitor, New Relic
xAIGrok 4.20Datadog alternatives: Motadata ObserveOps, New Relic, NinjaOne, Prometheus + Grafana, Site24x7, Zabbix
DeepSeek V4 FlashLogicMonitor alternatives: New Relic, Paessler PRTG, Site24x7
Qwen 3.7 FlashDatadog alternatives: Checkmk, LogicMonitor, Site24x7, Zabbix
Z.AIGLM 4.7 FlashXLogicMonitor alternatives: Datadog, New Relic
GPT-6 LunaDatadog alternatives: Dynatrace, Grafana, New Relic
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice
Perplexity SonarLogicMonitor alternatives: Better Stack, Datadog, Netdata, Zabbix
Mistral SmallDatadog alternatives: Middleware.io, NinjaOne, Zabbix
Llama 4 Maverickno first choice
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.
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.