Zero of fourteen models named Shuffle first on the direct prompt; one named Rapid7 InsightConnect. Shuffle was named by eleven of the fourteen models and Rapid7 InsightConnect by ten and Shuffle carries 15 labels and Rapid7 InsightConnect 19, 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 November 2026 Edition, Shuffle and Rapid7 InsightConnect were named in the same answer twenty-one times, of the 48 answers naming Shuffle and the 60 naming Rapid7 InsightConnect. In those answers Rapid7 InsightConnect took the first choice zero times and Shuffle 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. Three of four in this category shown.
“Top Pick: For most budget-constrained security teams, Shuffle offers the best balance of capability, active community support, and zero licensing fees.” Gemini 3.5 Flash · budget prompt · first choice
“For a company with a genuinely limited budget, Shuffle (self-hosted) or Tines Community Edition are the strongest starting points.” DeepSeek V4 Flash · budget prompt · first choice
“Best Open-Source/Free Options ... Shuffle ... fully open-source (GPLv3), lightweight, and features a visual workflow builder” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“These platforms have received mixed-to-negative reviews from some users” MiniMax M2.5 · negative prompt · soft negative
“Rapid7 is more approachable but still requires significant tuning.” Grok 4.20 · negative prompt · soft negative
“Rapid7 InsightConnect (Best Overall for Mid-Market)” Claude Haiku 4.5 · direct prompt · first choice
“Practical no-code automation and natural integration with Rapid7 products; specifically positioned for mid-market teams.” Perplexity Sonar · direct prompt · alternative
“mentioned as options that provide a good balance of cost and functionality for small to mid-sized businesses” MiniMax M2.5 · budget 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.