Cloud · head to head
Railway vs Zipkin
The short version
- Each has a real cost: Railway plan fees are usage credits rather than allowances, so the $5 Hobby and $20 Pro fees are spent on compute and anything beyond is billed on top; Zipkin less active development and smaller community momentum than Jaeger
- They diverge on capability: Railway covers Git integration, Zipkin covers Trace collection and search.
Where they differ
Only the attributes on which Railway and Zipkin actually diverge.
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Cloud).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Railway
- Git integration
- Zero-config deployment
- PostgreSQL
- MySQL
- Redis
- Environment variables
- Custom domains
- Monitoring
Only in Zipkin
- Trace collection and search
- Dependency diagram
- Simple deployment
- Pluggable storage
What people use each for
The jobs each tool is most often brought in to do.
Railway
- Deploying applications and databases without managing serversnot Zipkin
- Running preview environments and services straight from a repositorynot Zipkin
Zipkin
- Adding distributed tracing quickly without standing up heavy infrastructurenot Railway
- Java and Spring Boot estates, where instrumentation support is long-establishednot Railway
- Small deployments where Jaeger is more than the problem requiresnot Railway
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Railway
- Plan fees are usage credits rather than allowances, so the $5 Hobby and $20 Pro fees are spent on compute and anything beyond is billed on top
- The free plan carries $1 of monthly credit and caps a service at 1 vCPU and 0.5 GB
- Compute is metered per second for both memory and CPU, so cost tracks uptime rather than traffic and an idle service still bills
- Egress is $0.05 per GB on top of compute
- The Pro fee is per workspace rather than per user or per project
Zipkin
- Less active development and smaller community momentum than Jaeger
- Fewer features: sampling, storage options and UI are all more limited
- The interface is dated and slower to work with on large trace volumes
- Tracing alone still leaves metrics and logs in separate tools during an incident
Pricing, plan by plan
Railway
Free- FreeFree
- $5 credit/month
- Community support
- Unlimited projects
- Pro$20/month
- Private repos
- Priority support
- Advanced monitoring
Zipkin
Free- ZipkinFree
- Full functionality
- No usage limits
- Community support
Which should you pick?
Choose Railway if
- You need git integration.
- You want to start without paying.
- You work on Web, Api, Docker.
- You also want zero-config deployment.
Choose Zipkin if
- You need trace collection and search.
- You want to start without paying.
- You work on Linux, Docker, Kubernetes, Self-hosted.
- You also want dependency diagram.
Questions people ask
- Is Railway or Zipkin better?
- Neither clearly leads. Railway starts at Free and Zipkin at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Railway or Zipkin?
- Railway starts at Free and Zipkin at Free.
- Does Railway or Zipkin run on more platforms?
- Railway runs on Web, Api, Docker. Zipkin runs on Linux, Docker, Kubernetes, Self-hosted.
- Can I use Railway for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Railway best used for?
- Railway is most often used for deploying applications and databases without managing servers, running preview environments and services straight from a repository. Of those, deploying applications and databases without managing servers and running preview environments and services straight from a repository are not what Zipkin is typically brought in for.
- What can Railway do that Zipkin cannot?
- Railway covers Git integration, Zero-config deployment, PostgreSQL, MySQL. Zipkin covers Trace collection and search, Dependency diagram, Simple deployment, Pluggable storage.
Answered from the vendors’ own pages
Railway: How much does Railway cost?
Railway's Hobby plan is $5 per month and includes $5 of monthly usage credit. Pro is $20 per month per workspace with $20 of credit included. Enterprise is quoted. Usage beyond the included credit is billed per second.
SourceZipkin: Is Zipkin free?
Yes, open source with no licence fee.
Railway: Does Railway have a free tier?
Yes, two. A one-time Free Trial gives $5 of credit valid for 30 days, and an ongoing Free plan includes $1 per month with 1 vCPU and 0.5 GB per service, 1 replica and 3 days of log history.
SourceZipkin: Zipkin or Jaeger?
Jaeger has more momentum, more features and CNCF backing. Zipkin is lighter and quicker to stand up, and remains well supported in the Java and Spring ecosystem.
Railway: What are Railway's resource limits per plan?
The Free plan allows 1 vCPU and 0.5 GB per service with 1 replica. Hobby raises that to 48 vCPU and 48 GB with 6 replicas. Pro allows 1,000 vCPU and 1 TB per service with 42 replicas and 30 days of log history.
SourceZipkin: Does Zipkin work with OpenTelemetry?
Yes. OpenTelemetry can export to Zipkin, which is now the usual way to instrument for it.
Railway: How does Railway bill usage above the included credit?
Railway charges memory at $0.00000386 per GB per second and CPU at $0.00000772 per vCPU per second, with storage volumes at $0.00000006 per GB per second, plus separate egress and object storage fees.
SourceRelated pages
Other head to heads
- Railway vs Grafana Cloud
- Railway vs Neon
- Railway vs DigitalOcean
- Railway vs AWS (Amazon Web Services)
- Railway vs Pulumi
- Railway vs Fly.io
- Railway vs Anyscale
- Railway vs Fireworks AI
- Railway vs Podman
- Railway vs Render
- Railway vs Vault
- Railway vs Wiz
- Railway vs Beam Cloud
- Railway vs Cerebrium
- Railway vs DeepInfra
- Railway vs Go
- Railway vs Azure Functions
- Railway vs Caddy
- Zipkin vs Grafana Cloud
- Zipkin vs Neon
- Zipkin vs DigitalOcean
- Zipkin vs AWS (Amazon Web Services)
- Zipkin vs Pulumi
- Zipkin vs Fly.io
- Zipkin vs Anyscale
- Zipkin vs Fireworks AI
- Zipkin vs Podman
- Zipkin vs Render
- Zipkin vs Vault
- Zipkin vs Wiz
- Zipkin vs Beam Cloud
- Zipkin vs Cerebrium
- Zipkin vs DeepInfra
- Zipkin vs Go
- Zipkin vs Azure Functions
- Zipkin vs Caddy


