Five of fourteen models named Site24x7 first on the direct prompt; one named ManageEngine OpManager. Site24x7 was named by eleven of the fourteen models and ManageEngine OpManager by six and Site24x7 carries 21 labels and ManageEngine OpManager 10, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in seven 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 aiops platforms 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 4.20 | ||||||
| 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. Four of four in this category shown.
“with paid plans from $9/month, though AIOps features like anomaly detection and forecasting only live in the Enterprise tier at $625/month” Claude Haiku 4.5 · budget prompt · soft negative
“The best AIOps platform for a company with a limited budget is Site24x7, which offers all-in-one monitoring with one AI layer across every monitor type, starting at $9/month.” Llama 4 Maverick · budget prompt · first choice
“starting with either Better Stack (best overall ratings) or Site24x7 (excellent value and comprehensive features)” MiniMax M2.5 · direct prompt · first choice
“New Relic and Site24x7 are frequently recommended due to their balance of features, ease of use, and scalability” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Listed in vendor round-ups with lower maturity signals.” Muse Glimmer 30B · negative prompt · soft negative
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.