One of fourteen models named ManageEngine Log360 first on the direct prompt; zero named Elastic Security. ManageEngine Log360 was named by ten of the fourteen models and Elastic Security by fourteen and ManageEngine Log360 carries 28 labels and Elastic Security 39, so the shares are not directly comparable.
Named in five 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 SIEM platforms page.
Across every category in the November 2026 Edition, ManageEngine Log360 and Elastic Security were named in the same answer thirty-six times, of the 139 answers naming ManageEngine Log360 and the 143 naming Elastic Security. In those answers Elastic Security took the first choice two times and ManageEngine Log360 four.
| 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.
“Budget-friendly, simpler use cases | May lack advanced features” DeepSeek V4 Flash · scale prompt · soft negative
“Steep learning curve — Configuration complexity” DeepSeek V4 Flash · negative prompt · soft negative
“The best SIEM platform for a company with a limited budget is ManageEngine Log360, which is considered the best budget-friendly SIEM for practical SMB use.” Llama 4 Maverick · budget prompt · first choice
“Best Value & All-in-One Solution: ManageEngine Log360 ... frequently cited as the most cost-effective option” Qwen 3.7 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“can demand substantial administration, tuning, infrastructure, or engineering expertise” Perplexity Sonar · negative prompt · soft negative
“Best Free/Open-Source Option: Wazuh or Elastic Security ... Great free tier and very scalable, but requires more technical setup.” Qwen 3.7 Flash · budget prompt · first choice
“Microsoft Sentinel or Elastic Security are the best budget-friendly SIEM platforms” Mistral Small · budget prompt · first choice
“a strong mid-market choice when you want flexibility and usage-based pricing, but it's not usually the cheapest route” GPT-5.4 mini · budget prompt · alternative
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.