# Shuffle: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/shuffle

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SOAR platforms](https://www.gane.ai/index/it/security/soar-platforms/index.md) | 14% | 2 | 0% | 15 |

## What the models said for it

- "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, SOAR)
- "For a company with a genuinely limited budget, Shuffle (self-hosted) or Tines Community Edition are the strongest starting points." (DeepSeek V4 Flash, SOAR)
- "Best Open-Source/Free Options ... Shuffle ... fully open-source (GPLv3), lightweight, and features a visual workflow builder" (Qwen 3.7 Flash, SOAR)
- "I'd recommend starting with Shuffle — it's completely free, has a growing community, and offers genuine SOAR functionality" (Kimi K2, SOAR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 1 | 1 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Shuffle, from 45 of the 48 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 19
- comparitech.com: 17
- csoonline.com: 17
- softwareadvice.com: 16
- gane.ai/index: 15
- aimultiple.com: 13
- spotsaas.com: 13
- peerspot.com: 10
- tines.com: 10
- tracecat.com: 10

### Pages cited

- https://comparitech.com/net-admin/best-soar-software: 17
- https://csoonline.com/article/3622920/soar-buyers-guide-11-security-orchestration-automation-and-response-products-and-how-to-choose.html: 17
- https://softwareadvice.com/soar: 14
- https://aimultiple.com/top-soar-platforms: 13
- https://www.gane.ai/index/it/security/soar-platforms/smb: 13
- https://spotsaas.com/list/security-orchestration--automation--and-response--soar--software/for-small-business: 13
- https://tracecat.com/alternatives/best-soar-platforms: 9
- https://cloudsek.com/knowledge-base/best-soar-platforms: 8

## In its own words

What Shuffle's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: The Open Source SOAR for all purposes (https://shuffler.io/)
- For: technical teams (https://shuffler.io/)
- Price stated: Listed prices are in USD excluding taxes and buying implies agreement to Shuffle's Terms of Service. (https://shuffler.io/pricing)
- Starting price: Free/ month for 2k App Runs (https://shuffler.io/pricing)
- Free plan or trial: Proof of Concept: free for 30 days (https://shuffler.io/)
- Integrations claimed: 2500 (https://shuffler.io/)
- Certifications: SOC 2, GDPR
- Hosting: onprem, hybrid, cloud, in the cloud

## What it publishes

Every page shuffler.io exposes, read 2026-09-29: 127003 addresses. By kind, pages and the last 90 days:

- blog: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 84 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- news or press: 83 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.