One of fourteen models named ManageEngine OpManager first on the direct prompt; two named LogicMonitor. ManageEngine OpManager was named by six of the fourteen models and LogicMonitor by eight and ManageEngine OpManager carries 10 labels and LogicMonitor 12, so the shares are not directly comparable.
Named in seven 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.
Across every category in the November 2026 Edition, ManageEngine OpManager and LogicMonitor were named in the same answer sixty-three times, of the 239 answers naming ManageEngine OpManager and the 201 naming LogicMonitor. In those answers LogicMonitor took the first choice seven times and ManageEngine OpManager eleven.
| 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. One of one in this category shown.
“Listed in vendor round-ups with lower maturity signals.” Muse Glimmer 30B · negative prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid for tight budgets: ... LogicMonitor” Grok 4.20 · budget prompt · hard negative
“these platforms may still require significant manual tuning and human oversight” GLM 4.7 FlashX · negative prompt · soft negative
“Select Datadog if your culture is DevOps and cloud-native. * Select LogicMonitor if your environment is hybrid IT and ITOps-focused.” Gemini 3.5 Flash · direct 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.