Zero of fourteen models named Wazuh first on the direct prompt; two named Exabeam. Wazuh was named by fourteen of the fourteen models and Exabeam by thirteen and Wazuh carries 24 labels and Exabeam 27, so the shares are not directly comparable.
Named in twelve 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.
| 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. Five of five in this category shown.
“Avoid if you do not have dedicated staff to maintain the platform infrastructure.” Gemini 3.5 Flash · negative prompt · hard negative
“Wazuh when no one can operate Linux and detection content. ... its technical and administrative investment is comparatively high.” Perplexity Sonar · negative prompt · soft negative
“Start with Wazuh if you have the technical capability — it provides enterprise-grade security monitoring at zero software cost.” Kimi K2 · budget prompt · first choice
“Best Free/Open-Source Option: Wazuh or Elastic Security ... Completely free software; you only pay for servers.” Qwen 3.7 Flash · budget prompt · first choice
“Wazuh (Top Overall Open-Source Pick) ... Best feature-rich, free open-source SIEM/XDR on the market.” Gemini 3.5 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“these are top picks—but they may be pricier or better for more mature security teams” Grok 4.20 · paraphrase prompt · soft negative
“A next-generation SIEM that uses behavior-based threat detection... particularly strong for mid-sized companies due to its scalability” Mistral Small · paraphrase prompt · first choice
“Microsoft Sentinel and LogRhythm/Exabeam are the two strongest recommendations from analyst research” DeepSeek V4 Flash · direct prompt · first choice
“Exabeam Fusion SIEM and IBM QRadar SIEM are the top recommendations” Mistral Small · 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.