One 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 ten and ManageEngine Log360 carries 28 labels and LogRhythm 17, 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 4.20 | ||||||
| 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. Six of seven in this category shown.
“Stay away from LogRhythm if you care about your mental sanity and money.” DeepSeek V4 Flash · negative prompt · hard negative
“Users often flag this platform for poor usability and performance issues.” Qwen 3.7 Flash · negative prompt · hard negative
“Users and AI models advise staying away from LogRhythm” Mistral Small · negative prompt · hard negative
“Microsoft Sentinel and LogRhythm/Exabeam are the two strongest recommendations from analyst research” DeepSeek V4 Flash · direct prompt · first choice
“I would recommend LogRhythm (Exabeam) as your top choice” GLM 4.7 FlashX · paraphrase prompt · first choice
“Best Specialized Mid-Market Platform: LogRhythm (now under Exabeam)” Qwen 3.7 Flash · 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.