Zero of fourteen models named Rapid7 InsightConnect first on the direct prompt; zero named Splunk SOAR. Rapid7 InsightConnect was named by eleven of the fourteen models and Splunk SOAR by fourteen and Rapid7 InsightConnect carries 18 labels and Splunk SOAR 61, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 SOAR platforms page.
Across every category in the October 2026 Edition, Rapid7 InsightConnect and Splunk SOAR were named in the same answer thirty-seven times, of the 50 answers naming Rapid7 InsightConnect and the 197 naming Splunk SOAR. In those answers Splunk SOAR took the first choice four times and Rapid7 InsightConnect two.
| 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. Six of seven in this category shown.
“These are often marketing checkboxes, not true orchestration platforms.” DeepSeek V4 Flash · negative prompt · hard negative
“Limited customization... Scalability concerns: Becomes expensive as log volume increases” GLM 4.7 FlashX · negative prompt · soft negative
“older Rapid7 InsightConnect) — Proceed with Caution” Gemini 3.5 Flash · negative prompt · soft negative
“I would recommend starting with Rapid7 InsightConnect or Microsoft Sentinel as your top choices” MiniMax M2.5 · paraphrase prompt · first choice
“1. Rapid7 InsightConnect (Best Overall for Mid-Market)” Claude Haiku 4.5 · paraphrase prompt · first choice
“Simple for SMBs/SOCs with limited resources; flexible pricing and easy playbook building” Grok 4.1 Fast · paraphrase prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“avoid: ... Splunk SOAR: Only makes financial and operational sense if your company is already heavily standardized on Splunk” Gemini 3.5 Flash · direct prompt · hard negative
“Integration with Splunk Enterprise Security (ES) is described as "hacky" and problematic” Mistral Small · negative prompt · hard negative
“these are generally not recommended for mid-sized organizations” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Cortex XSOAR and Splunk SOAR are repeatedly positioned as top-tier enterprise platforms” Perplexity Sonar · comparative prompt · first choice
“I'd usually recommend Splunk SOAR if you already have a heterogeneous security stack” GPT-5.4 mini · paraphrase prompt · first choice
“Splunk SOAR leads in the number of connectors and actions” Mistral Small · comparative prompt · first choice
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.