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Comparison · CI/CD · weekly run Nov 3

Docker vs Railway

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 1.5 for Railway.

Choose Docker if…

  • You want the brand AI engines rank higher (17.2 vs 1.5)
  • AI answers describe it more positively (6% vs 0% positive)
  • You need SOC 2 Type 2 attestation for Docker Hub and Scout or ISO 27001 certification or ISO 27701 certified privacy program coverage
  • You prefer a larger, established vendor (501–1,000 employees)

Choose Railway if…

  • You want a lower entry price ($5 vs $11)
  • You need SOC 2 Type 2 or SOC 3 or HIPAA coverage
  • Usage-based pricing suits your budget better than per seat
  • Recommended for simple full-stack deployments

AI visibility side by side

Latest weekly run · Nov 3

Metric Docker Railway
Visibility score17.2%1.5%
Change vs last weekNewNew
Rank in CI/CD#7#26
Share of voice4.5%0.5%
Mentions this run273
Positive in AI answers6%0%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 3Docker 17%

Docker 0pp · Railway 0pp over 0 weekly runs.

Engine by engine

Docker leads on 3 of 3 engines

ChatGPT
22.8%
0%
AI Mode
18.3%
0%
Perplexity
10.6%
4.4%
DockerRailway

Head to head in AI answers

0 engine answers name both brands

0Docker ranked higher
0Railway ranked higher

Features, pricing & fit

DimensionDockerRailway
Pricing modelPer seatUsage-based
Entry priceFree; paid from $11 per seat / moFree; paid from $5 / mo
Free planYesYes
DeploymentLocal and Docker-managed cloudManaged cloud; bring your own cloud and dedicated VMs on the Enterprise plan
ComplianceSOC 2 Type 2 attestation for Docker Hub and Scout, ISO 27001 certification, ISO 27701 certified privacy programSOC 2 Type 2, SOC 3, HIPAA
SupportCommunity 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 responseCommunity support on Free and Hobby, Railway Support on Pro, Enterprise support with SLOs and a dedicated Slack Connect channel
Founded20132020
HeadquartersSan Francisco, California, United StatesSan Francisco, CA, United States
Employees501–1,00011–50
FundingFunding roundSeries B-1 · $124M raised
Best forIndividual developers, growing teams and large enterprises that run AI coding agents and need security teams to govern themIndie developers, startups and engineering teams that want to ship apps and databases without writing infrastructure configuration. The Enterprise plan suits teams with compliance and support needs.

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
Docker pricing

Railway

Free$0per month
Hobby$5per month minimum usage
Pro$20per month minimum usage
EnterpriseCustomCustom
Railway pricing

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

Railway

  • Recommended for simple full-stack deployments

    Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run

    Cite as: SlateIndex, “Docker vs Railway”, https://slateindex.ai/compare/docker-vs-railway, data of Nov 3, 2026. Licence: CC BY 4.0.