Temporal vs Windmill

Side-by-side comparison of two AI agent tools

Short answer

  • Temporal is growing faster: +673 GitHub stars in the last 30 days vs +317 for Windmill.
  • Pick Temporal for: temporal service. Pick Windmill for: open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs.

From GitHub data refreshed daily.

Temporalopen-source

Temporal service

Windmillopen-source

Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.

Metrics

TemporalWindmill
Stars23.4k18.1k
Star velocity /mo672.8571428571428316.984126984127
Commits (90d)5641.3k
Releases (6m)1010
Overall score0.83736396881631250.8135943658053529

Pros

  • +Automatic failure handling and retry logic eliminates complex error recovery code
  • +Mature, battle-tested technology originally developed at Uber with strong reliability track record
  • +Comprehensive tooling ecosystem including CLI, Web UI, and multi-language SDK support
  • +Multi-language support with automatic UI generation from scripts in Python, TypeScript, Go, Bash, SQL, and more
  • +High performance workflow engine claiming 13x faster execution than Airflow
  • +Self-hostable open-source solution with AGPLv3 license providing full control and customization

Cons

  • -Requires learning workflow-based programming paradigms which can have a steep learning curve
  • -Additional infrastructure complexity requiring Temporal server deployment and maintenance
  • -Overhead for simple applications that don't require durable execution guarantees
  • -AGPLv3 license may restrict some commercial use cases and require careful compliance consideration
  • -Being a comprehensive platform may introduce complexity for simple automation tasks
  • -Self-hosting requires infrastructure management and maintenance overhead

Use Cases

  • •Long-running business processes with multiple steps that need guaranteed completion
  • •Microservice orchestration and coordination across distributed systems
  • •Data processing pipelines requiring automatic retry and failure recovery mechanisms
  • •Building internal APIs and webhooks from existing scripts without additional infrastructure
  • •Creating automated workflows for background jobs and data processing pipelines
  • •Developing low-code internal applications with custom UIs for non-technical team members

FAQ

Which is more popular, Temporal or Windmill?
Temporal has more GitHub stars (23,417 vs 18,087).
Which is more actively developed, Temporal or Windmill?
Windmill had more commits in the last 90 days (1,250 vs 564).
Should I use Temporal or Windmill?
Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.
Temporal vs Windmill (2026): GitHub Stats, Features & Which to Choose