Zero of fourteen models named Elastic Security first on the direct prompt; zero named ManageEngine Log360. Elastic Security was named by thirteen of the fourteen models and ManageEngine Log360 by ten and Elastic Security carries 38 labels and ManageEngine Log360 16, so the shares are not directly comparable.
Named in eight categories this edition.
Named in five 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 SIEM 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 4.1 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. Six of six in this category shown.
“Cost-effective at scale; open-core flexibility | Requires more in-house expertise” Kimi K2 · scale prompt · soft negative
“Avoid these platforms if you have a small, overworked IT or security team.” Gemini 3.5 Flash · negative prompt · soft negative
“open-source based, flexible but requires more engineering” DeepSeek V4 Flash · scale prompt · soft negative
“Best low-budget choice if you want more predictable cost control and flexibility: Elastic Security” GPT-5.4 mini · budget prompt · first choice
“like Microsoft Sentinel or Elastic) is often a strong fit” MiniMax M2.5 · scale prompt · first choice
“Elastic Security, Wazuh, Graylog \u2013 Open-source or cost-effective options often used for first SIEM or as complements.” Muse Glimmer 30B · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“The best SIEM platform for a company with a limited budget is ManageEngine Log360, as it is budget-friendly” Llama 4 Maverick · budget prompt · first choice
“I would recommend ManageEngine Log360 as the default SIEM choice” Perplexity Sonar · paraphrase 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.