# Docker Swarm: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/docker-swarm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Workflow orchestration](https://www.gane.ai/index/it/it-data/workflow-orchestration/index.md) | 0% | 91 | 100% | 1 |

## And against it

- "Swarm struggles significantly as you scale beyond a dozen clusters" (Qwen 3.7 Flash, Orchestration)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Docker Swarm, from 1 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aikido.dev: 1
- chainguard.dev: 1
- checkmarx.com: 1
- gbhackers.com: 1
- ians.com: 1
- ox.security: 1
- paloaltonetworks.com: 1

### Pages cited

- https://aikido.dev/blog/container-security-guide: 1
- https://chainguard.dev/supply-chain-security-101/container-security-tools-a-buyers-guide: 1
- https://checkmarx.com/learn/container-security/10-container-security-tools-to-know-in-2026: 1
- https://gbhackers.com/best-container-security-compared: 1
- https://ians.com/blog/ians-research/top-10-container-security-tools-for-the-cloud: 1
- https://ox.security/blog/container-security-solutions-in-2026: 1
- https://paloaltonetworks.com/content/dam/pan/en_US/assets/pdf/ebooks/container-security-definitive-guide.pdf: 1

## In its own words

What Docker Swarm's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Certifications: SOC 2, ISO 27001, ISO 27701, GDPR, CCPA
- Customers named: JaneTech

## What it publishes

Every page docker.com exposes, read 2026-09-29: 5519 addresses. By kind, pages and the last 90 days:

- blog: 992 pages, 28 in the last 90 days, latest 2026-09-24
- case study: 27 pages, 2 in the last 90 days, latest 2026-08-25
- webinar or virtual event: 61 pages, 10 in the last 90 days, latest 2026-09-23
- conference or event: 10 pages, 6 in the last 90 days, latest 2026-09-28
- report or ebook: 141 pages, 73 in the last 90 days, latest 2026-09-29
- comparison: 15 pages, 1 in the last 90 days, latest 2026-09-24
- template or tool: 45 pages, 21 in the last 90 days, latest 2026-09-29
- glossary or explainer: 11 pages, 2 in the last 90 days, latest 2026-09-03
- news or press: 82 pages, 1 in the last 90 days, latest 2026-08-18
- Recent: 2026-09-29 template or tool: Hub https://docs.docker.com/dhi/tools/hub
- Recent: 2026-09-29 report or ebook: Admin set up https://docs.docker.com/guides/admin-set-up
- Recent: 2026-09-29 report or ebook: Admin user management https://docs.docker.com/guides/admin-user-management
- Recent: 2026-09-28 conference or event: Docker partner day emea win the agentic era together https://www.docker.com/events/docker-partner-day-emea-win-the-agentic-era-together/
- Recent: 2026-09-25 report or ebook: Agentic ai https://docs.docker.com/guides/agentic-ai
- Recent: 2026-09-24 blog: Manufacturing trust for ai agents keynote https://www.docker.com/blog/manufacturing-trust-for-ai-agents-keynote/

## 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.