Nine of fourteen models named Microsoft Sentinel first on the direct prompt; one named LogRhythm. Microsoft Sentinel was named by fourteen of the fourteen models and LogRhythm by ten and Microsoft Sentinel carries 69 labels and LogRhythm 17, so the shares are not directly comparable.
Named in ten 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. Five of five in this category shown.
“Microsoft Sentinel when the team expects a turnkey SOC. ... it does not inherently provide 24/7 monitoring or alert triage” Perplexity Sonar · negative prompt · soft negative
“Be cautious if your environment isn't Azure/Microsoft-heavy, or if log volume and retention costs aren't well modeled.” GPT-6 Luna · negative prompt · soft negative
“Microsoft Sentinel: Great if you're in the Microsoft ecosystem (Azure, Entra ID, Defender). Cost-effective, AI-powered, with strong SOAR. Scales well for hybrid setups.” Grok 4.20 · scale prompt · first choice
“Microsoft Sentinel as the default first evaluation for Microsoft-centric organizations wanting low-friction deployment and consumption pricing.” Muse Glimmer 30B · paraphrase prompt · first choice
“Most mid-market companies find success with either Microsoft Sentinel (for Microsoft shops) or Splunk (for general-purpose needs).” GLM 4.7 FlashX · 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.