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Google Cloud DeployManaged continuous delivery for GKE and Cloud Run.
Comparison · CI/CD · weekly run Nov 3
Docker vs Google Cloud Deploy
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Docker is the stronger AI pick in CI/CD: it has a visibility score of 17.2 versus 0 for Google Cloud Deploy.
Choose Docker if…
- You want the brand AI engines rank higher (17.2 vs 0)
- You need SOC 2 Type 2 attestation for Docker Hub and Scout or ISO 27001 certification or ISO 27701 certified privacy program coverage
- Broad support for Docker and Kubernetes workflows
- Reliable for containerized, Docker-based workflows
Choose Google Cloud Deploy if…
- You need a self-hosted or on-premises option
- You need ISO/IEC 27001 or ISO/IEC 27701 or HDS v2.0 coverage
- You prefer a larger, established vendor (5,000+ employees)
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Docker | Google Cloud Deploy |
|---|---|---|
| Visibility score | 17.2% | 0% |
| Change vs last week | New | New |
| Rank in CI/CD | #7 | #40 |
| Share of voice | 4.5% | 0% |
| Mentions this run | 27 | 0 |
| Positive in AI answers | 6% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Docker 0pp · Google Cloud Deploy 0pp over 0 weekly runs.
Engine by engine
Docker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DockerGoogle Cloud Deploy
Head to head in AI answers
0 engine answers name both brands
0Docker ranked higher
0Google Cloud Deploy ranked higher
Features, pricing & fit
| Dimension | Docker | Google Cloud Deploy |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $11 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | Local and Docker-managed cloud | Managed Google Cloud service; not self-hosted. |
| Compliance | SOC 2 Type 2 attestation for Docker Hub and Scout, ISO 27001 certification, ISO 27701 certified privacy program | ISO/IEC 27001, ISO/IEC 27701, HDS v2.0 |
| Support | Community forums and Community Slack, Support tickets with 5, 2 or 1 business day response SLAs by plan, Premium Support and TAM add-on with 24x7 response | — |
| Founded | 2013 | — |
| Headquarters | San Francisco, California, United States | Mountain View, California |
| Employees | 501–1,000 | 5,000+ |
| Funding | Funding round | — |
| Best for | Individual developers, growing teams and large enterprises that run AI coding agents and need security teams to govern them | Google Cloud deployment teams needing promotion, canary rollouts, approvals, rollback, and audit trails. |
Plans side by side
Docker
Docker Personal$0per user/month
Docker Pro$11per user/month
Docker Team$16per user/month
Docker Business$24per user/month
Google Cloud Deploy
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Docker
- Broad support for Docker and Kubernetes workflows
- Reliable for containerized, Docker-based workflows
- Docker layer caching
- Extra storage fees for Docker layers and images
Google Cloud Deploy
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Docker vs Google Cloud Deploy”, https://slateindex.ai/compare/docker-vs-google-cloud-deploy, data of Nov 3, 2026. Licence: CC BY 4.0.