Two of fourteen models named Exabeam first on the direct prompt; one named LogRhythm. Exabeam was named by thirteen of the fourteen models and LogRhythm by ten and Exabeam carries 27 labels and LogRhythm 17, so the shares are not directly comparable.
Named in seven 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.
Across every category in the November 2026 Edition, Exabeam and LogRhythm were named in the same answer thirty-three times, of the 130 answers naming Exabeam and the 57 naming LogRhythm. In those answers LogRhythm took the first choice zero times and Exabeam one.
| 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.
“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
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.