Four of fourteen models named Torq first on the direct prompt; zero named Splunk SOAR. Torq was named by thirteen of the fourteen models and Splunk SOAR by fourteen and Torq carries 30 labels and Splunk SOAR 61, 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 October 2026 Edition, Torq and Splunk SOAR were named in the same answer eighty times, of the 143 answers naming Torq and the 197 naming Splunk SOAR. In those answers Splunk SOAR took the first choice three times and Torq thirteen.
| 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.
“Probably NOT for Mid-Market - Torq HyperSOC — Priced at ~$450K/year, clearly enterprise-tier.” DeepSeek V4 Flash · direct prompt · hard negative
“Torq\u2019s pricing trends higher, making Blink Ops often more accessible for mid-market budgets” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Enterprise tools like Splunk/Torq often bundle but exceed budgets (~$30K+/year)” Grok 4.1 Fast · budget prompt · soft negative
“Torq and Swimlane Turbine are the top choices due to their scalability, ease of use, and strong feature sets tailored to mid-market needs.” Mistral Small · direct prompt · first choice
“Look for "No-Code" or "Low-Code" modern automation platforms (such as Tines or Torq) over traditional "heavy" SOARs.” Gemini 3.5 Flash · scale prompt · first choice
“Mid-market wanting fast time-to-value with low-code and AI triage: Torq, Swimlane Turbine or Tines” Muse Glimmer 30B · 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: ... 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.