Four of fourteen models named Rapid7 InsightIDR first on the direct prompt; zero named Elastic Security. Rapid7 InsightIDR was named by fourteen of the fourteen models and Elastic Security by thirteen and Rapid7 InsightIDR carries 34 labels and Elastic Security 38, so the shares are not directly comparable.
Named in four categories this edition.
Named in eight 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 October 2026 Edition, Rapid7 InsightIDR and Elastic Security were named in the same answer forty-four times, of the 120 answers naming Rapid7 InsightIDR and the 144 naming Elastic Security. In those answers Elastic Security took the first choice zero times and Rapid7 InsightIDR seven.
| 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. Five of six in this category shown.
“Avoid commercial SIEMs like Rapid7 InsightIDR ($2,500+/month)” Kimi K2 · budget prompt · hard negative
“eliminates cloud-only platforms such as ... Rapid7 Incident Command” Perplexity Sonar · negative prompt · soft negative
“Rapid7 InsightIDR - Combines SIEM, UEBA, and SOAR capabilities in a single cloud-native platform with asset-based pricing that eliminates ingest anxiety” Claude Haiku 4.5 · direct prompt · first choice
“"Best for: Mid-sized organizations that want a cloud-native SIEM with integrated MDR capabilities, fast deployment and strong endpoint visibility"” Muse Glimmer 30B · paraphrase prompt · first choice
“The Best All-Rounder: Rapid7 InsightIDR ... widely considered the best fit for mid-sized organizations” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Cost-effective at scale; open-core flexibility | Requires more in-house expertise” Kimi K2 · scale prompt · soft negative
“Avoid these platforms if you have a small, overworked IT or security team.” Gemini 3.5 Flash · negative prompt · soft negative
“open-source based, flexible but requires more engineering” DeepSeek V4 Flash · scale prompt · soft negative
“Best low-budget choice if you want more predictable cost control and flexibility: Elastic Security” GPT-5.4 mini · budget prompt · first choice
“like Microsoft Sentinel or Elastic) is often a strong fit” MiniMax M2.5 · scale prompt · first choice
“Elastic Security, Wazuh, Graylog \u2013 Open-source or cost-effective options often used for first SIEM or as complements.” Muse Glimmer 30B · comparative 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.