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Developer Tools · head to head

Tilt vs Zipkin

Tilt logo

Tilt

Developer Tools

Local Kubernetes development loop that rebuilds and live-updates containers on save

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: Tilt docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.; Zipkin less active development and smaller community momentum than Jaeger
  • They diverge on capability: Tilt covers Live update, Zipkin covers Trace collection and search.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Tilt and Zipkin actually diverge.

Attributes where Tilt and Zipkin differ
AttributeTiltZipkin
PlatformsLinux, macOS, WindowsLinux, Docker, Kubernetes, Self-hosted
CategoryDeveloper ToolsCloud

Identical on both: starting price (Free), pricing model (Open source, no licence fee), free tier (Yes), user rating (Not yet rated).

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 Tilt

  • Live update
  • Tiltfile as code
  • Unified web UI
  • Selective rebuilds
  • Local and remote clusters
  • Resource dependencies
  • Extensions registry
  • Custom buttons and triggers

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.

Tilt

  • A team of ten or more engineers whose application is fifteen microservices on Kubernetes and who currently wait on CI to test a changenot Zipkin
  • An organisation onboarding new developers who want a single command that stands up the whole stack from a committed Tiltfilenot Zipkin
  • A platform team giving product engineers a consistent local environment against a shared remote development clusternot Zipkin
  • A codebase where one repository contains several services and rebuilding all of them on every edit is the main source of lost timenot Zipkin

Zipkin

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

Where each one falls short

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

Tilt

  • Docker acquired Tilt in 2022 and the team now splits its time across Compose and Docker Desktop, so feature velocity is modest and the product's long-term priority inside Docker is not guaranteed; treat it as a stable utility, not a growing platform.
  • The Tiltfile is Starlark, a Python dialect, so non-trivial setups become real programs that need reviewing and maintaining, and the person who wrote yours becomes a single point of failure.
  • Live update only works when the running container can accept synced files and restart the process; compiled languages, distroless images and read-only filesystems often force you back to a full image rebuild, which removes the main benefit.
  • It assumes Kubernetes. If your development target is plain Docker Compose or serverless functions, Tilt adds a cluster you did not need and a layer of abstraction with no payoff.
  • There is no commercial support contract, no SLA and no paid tier, so when a Kubernetes version upgrade breaks something you are dependent on GitHub issues and a Slack channel rather than a vendor you can escalate to.

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

Tilt

Free
  • TiltFree
    • Apache 2.0 licensed
    • All features, no paid tier
    • Community support via the Kubernetes Slack #tilt channel

Zipkin

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

Which should you pick?

Choose Tilt if

  • You need live update.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want tiltfile as code.
Tilt 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 Tilt or Zipkin better?
Neither clearly leads. Tilt 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, Tilt or Zipkin?
Tilt starts at Free and Zipkin at Free.
Does Tilt or Zipkin run on more platforms?
Tilt runs on Linux, macOS, Windows. Zipkin runs on Linux, Docker, Kubernetes, Self-hosted.
Can I use Tilt for free?
Both have a free tier, so you can try either at no cost before committing.
What is Tilt best used for?
Tilt is most often used for a team of ten or more engineers whose application is fifteen microservices on kubernetes and who currently wait on ci to test a change, an organisation onboarding new developers who want a single command that stands up the whole stack from a committed tiltfile, a platform team giving product engineers a consistent local environment against a shared remote development cluster, a codebase where one repository contains several services and rebuilding all of them on every edit is the main source of lost time. Of those, a team of ten or more engineers whose application is fifteen microservices on kubernetes and who currently wait on ci to test a change and an organisation onboarding new developers who want a single command that stands up the whole stack from a committed tiltfile are not what Zipkin is typically brought in for.
What can Tilt do that Zipkin cannot?
Tilt covers Live update, Tiltfile as code, Unified web UI, Selective rebuilds. Zipkin covers Trace collection and search, Dependency diagram, Simple deployment, Pluggable storage.

Answered from the vendors’ own pages

Tilt: Is Tilt free?

Yes, entirely. It is Apache 2.0 open source with no paid tier and no licence fee.

Zipkin: Is Zipkin free?

Yes, open source with no licence fee.

Tilt: Who owns Tilt now?

Docker, which acquired it in May 2022. It remains open source and the repository is still actively maintained.

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.

Tilt: Do I need a remote cluster?

No. It works against a local cluster such as kind, minikube or Docker Desktop, and also against a shared remote development cluster if your services are too heavy to run locally.

Zipkin: Does Zipkin work with OpenTelemetry?

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

Tilt: How is it different from Skaffold?

Both automate the build-deploy loop. Tilt puts more weight on the live-update path and a multi-service dashboard; Skaffold is more configuration-driven and closer to Google's tooling.

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