Softwr

Cloud · head to head

Go vs Zipkin

Go logo

Go

Cloud

Build fast, reliable, and efficient software at scale

From
Free
Rated
-
Full reviewWebsite
Zipkin logo

Zipkin

Cloud

Distributed tracing system for microservice latency

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Go no built-in generic types until recent versions, requiring workarounds for type-safe collections; Zipkin less active development and smaller community momentum than Jaeger
  • They diverge on capability: Go covers Goroutines, Zipkin covers Trace collection and search.

Where they differ

Only the attributes on which Go and Zipkin actually diverge.

Attributes where Go and Zipkin differ
AttributeGoZipkin
Pricing modelopen-sourceOpen source, no licence fee
PlatformsWindows, Linux, macOSLinux, Docker, Kubernetes, Self-hosted
Founded2009Unknown

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 Go

  • Goroutines
  • Channels
  • Garbage collection
  • Cross compilation
  • Fast compilation
  • Simple syntax
  • Built-in testing
  • Reflection

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.

Go

  • Cloud infrastructure and microservicesnot Zipkin
  • Command-line tools and utilitiesnot Zipkin
  • API servers and backend servicesnot Zipkin
  • DevOps and system automation toolsnot Zipkin

Zipkin

  • Adding distributed tracing quickly without standing up heavy infrastructurenot Go
  • Java and Spring Boot estates, where instrumentation support is long-establishednot Go
  • Small deployments where Jaeger is more than the problem requiresnot Go

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Go

  • No built-in generic types until recent versions, requiring workarounds for type-safe collections
  • Error handling through explicit return values considered verbose compared to exception-based approaches
  • Smaller standard library compared to Python or Java; requires external packages for common tasks
  • Package management can create version conflicts and dependency hell issues

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

Go

Free

No published plan breakdown. See the Go review.

Zipkin

Free
  • ZipkinFree
    • Full functionality
    • No usage limits
    • Community support

Which should you pick?

Choose Go if

  • You need goroutines.
  • You want to start without paying.
  • You work on Windows, Linux, macOS.
  • You also want channels.
Go review

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.
Zipkin review

Questions people ask

Is Go or Zipkin better?
Neither clearly leads. Go 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, Go or Zipkin?
Go starts at Free and Zipkin at Free.
Does Go or Zipkin run on more platforms?
Go runs on Windows, Linux, macOS. Zipkin runs on Linux, Docker, Kubernetes, Self-hosted.
Can I use Go for free?
Both have a free tier, so you can try either at no cost before committing.
What is Go best used for?
Go is most often used for cloud infrastructure and microservices, command-line tools and utilities, api servers and backend services, devops and system automation tools. Of those, cloud infrastructure and microservices and command-line tools and utilities are not what Zipkin is typically brought in for.
What can Go do that Zipkin cannot?
Go covers Goroutines, Channels, Garbage collection, Cross compilation. Zipkin covers Trace collection and search, Dependency diagram, Simple deployment, Pluggable storage.

Answered from the vendors’ own pages

Go: How much does Go cost?

Go is free and open source. The programming language is supported by Google and requires no licensing fees or subscription charges.

Source
Zipkin: Is Zipkin free?

Yes, open source with no licence fee.

Go: Is Go available for all platforms?

Yes, Go is freely available for download across Windows, macOS, and Linux platforms with complete documentation and development tools included.

Source
Zipkin: 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.

Zipkin: Does Zipkin work with OpenTelemetry?

Yes. OpenTelemetry can export to Zipkin, which is now the usual way to instrument for it.

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