Zero of fourteen models named Shuffle first on the direct prompt; one named Cortex XSOAR. Shuffle was named by thirteen of the fourteen models and Cortex XSOAR by fourteen and Shuffle carries 16 labels and Cortex XSOAR 61, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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, Shuffle and Cortex XSOAR were named in the same answer nineteen times, of the 36 answers naming Shuffle and the 177 naming Cortex XSOAR. In those answers Cortex XSOAR took the first choice zero times and Shuffle 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. Three of four in this category shown.
“If I had to pick one for a budget-conscious company with someone technical to manage it, I'd start with Shuffle's self-hosted SOAR.” GPT-6 Luna · budget prompt · first choice
“Shuffle open-source gives full SOAR capabilities at no license cost... It is regularly recommended for budget-limited orgs.” Muse Glimmer 30B · budget prompt · first choice
“| $0 budget, have Linux/DevOps skills | Shuffle (self-hosted) | Full-featured, free, large community |” DeepSeek V4 Flash · budget 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.
“one source flags it as an "avoid" for a mid-size B2B company because it is enterprise/multi-team focused and has premium pricing” Perplexity Sonar · negative prompt · hard negative
“these are generally not recommended for mid-sized organizations. They are expensive and require a "maintenance tax"” Gemini 3.5 Flash · paraphrase prompt · hard negative
“avoid: Palo Alto Cortex XSOAR: Highly complex, historically expensive, and requiring heavy professional services” Gemini 3.5 Flash · direct prompt · hard negative
“Strengths: Largest integration ecosystem (850+ product integrations), deepest case management, extensive playbook marketplace” MiniMax M2.5 · comparative prompt · first choice
“I would recommend Palo Alto Networks Cortex XSOAR if you want the strongest overall balance of mature case management” Perplexity Sonar · paraphrase prompt · first choice
“Cortex XSOAR is described as the best overall SOAR platform in 2026 due to its ability to handle high incident volumes” Muse Glimmer 30B · 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.