Zero of fourteen models named ManageEngine Log360 first on the direct prompt; one named LogRhythm. ManageEngine Log360 was named by ten of the fourteen models and LogRhythm by twelve and ManageEngine Log360 carries 16 labels and LogRhythm 24, so the shares are not directly comparable.
Named in five categories this edition.
Named in three 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Another platform that users advise staying away from, citing concerns about both performance and usability.” Mistral Small · negative prompt · hard negative
“Acquired by Exabeam (July 2024), no longer an independent vendor ... will likely be sunset” Kimi K2 · negative prompt · hard negative
“Avoid LogRhythm if you are looking for a modern, cloud-native SaaS SIEM.” Gemini 3.5 Flash · negative prompt · hard negative
“LogRhythm NextGen SIEM ⭐ (Best Overall for Mid-Market)” Qwen 3.7 Flash · direct prompt · first choice
“Mid-market, ease of use ... straightforward, user-friendly platform with strong automation.” GLM 4.7 FlashX · paraphrase prompt · alternative
“For a more traditional but user-friendly SIEM, LogRhythm is highly regarded.” Mistral Small · direct 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.