Two of fourteen models named Cortex XSOAR first on the direct prompt; zero named Splunk SOAR. Both were named by all fourteen models and Cortex XSOAR carries 60 labels and Splunk SOAR 57, so the shares are not directly comparable.
Named in three categories 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 November 2026 Edition, Cortex XSOAR and Splunk SOAR were named in the same answer 167 times, of the 188 answers naming Cortex XSOAR and the 197 naming Splunk SOAR. In those answers Splunk SOAR took the first choice two times and Cortex XSOAR forty-five.
| 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. Six of eight in this category shown.
“Avoid for tight budgets: Enterprise-heavy tools like Palo Alto Cortex XSOAR, Splunk SOAR, or FortiSOAR” Grok 4.20 · budget prompt · hard negative
“Palo Alto Cortex XSOAR – Powerful but expensive, complex... It's overkill for a small team.” DeepSeek V4 Flash · paraphrase prompt · hard negative
“you should be cautious about Cortex XSOAR, Splunk SOAR, Swimlane, IBM QRadar SOAR, and Torq” Mistral Small · negative prompt · hard negative
“Choose Cortex XSOAR if you have a complex enterprise environment, want native threat intelligence management, and need an expansive marketplace of out-of-the-box integrations.” Gemini 3.5 Flash · comparative prompt · first choice
“Currently widely considered the market leader... Choose Palo Alto Cortex XSOAR if you are an enterprise organization looking for the industry-standard, "do-it-all" powerhouse.” Qwen 3.7 Flash · comparative prompt · first choice
“For maximum flexibility and ecosystem depth: Choose Cortex XSOAR if you have a dedicated security team and can allocate a higher budget.” 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 eight in this category shown.
“Avoid for tight budgets: Enterprise-heavy tools like Palo Alto Cortex XSOAR, Splunk SOAR, or FortiSOAR” Grok 4.20 · budget prompt · hard negative
“Avoid for Mid-Sized B2B: ... Splunk SOAR – Similarly heavy on licensing and complexity” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid being swayed by the largest enterprise platforms (Splunk SOAR, IBM QRadar SOAR)” DeepSeek V4 Flash · scale prompt · hard negative
“Palo Alto Networks Cortex XSOAR and Splunk SOAR are top recommendations” Mistral Small · paraphrase prompt · first choice
“I recommend Splunk SOAR (formerly Phantom) as the top choice.” Grok 4.20 · paraphrase prompt · first choice
“Choose Microsoft Sentinel or Splunk SOAR if your SIEM is already based in Azure/Sentinel or Splunk Enterprise Security.” Gemini 3.5 Flash · 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.