FlowHub
Conductor logo
vs
Dagster logo

Conductor vs Dagster

A side-by-side comparison of Conductor and Dagster across 26 workflow orchestration capabilities. Conductor fully supports 20 of them and Dagster fully supports 12; of the 12 mandatory features, Conductor covers 11 and Dagster covers 10.

Conductor

Conductor is an open-source, event-driven workflow orchestration engine originally built at Netflix to orchestrate microservices, now maintained as Conductor OSS for durable application and AI agent workflows.

Features fully supported20 / 26
Mandatory features: 11 / 12View profile

Dagster

Dagster is an open-source data orchestration platform that helps you build, deploy, and observe data pipelines and data assets.

Features fully supported12 / 26
Mandatory features: 10 / 12View profile

Feature comparison

10 of 26 capabilities differ between Conductor and Dagster.

Change tools
CapabilityConductorDagster
DAG-based workflow definition
Define dependencies and execution order
Mandatory		YesYes
Code-first workflows
Versionable, testable workflows
Mandatory		YesYes
Declarative workflow model
Predictability, reproducibility
Mandatory		YesYes
Task dependency resolution
Correct execution order
Mandatory		YesYes
Persistent workflow state
Crash recovery, observability
Mandatory		YesYes
Task retries
Handle transient failures
Mandatory		YesYes
Retry policies (backoff, limits)
Avoid cascading failures
Recommended		YesYes
Scheduling (cron / time-based)
Automated recurring workflows
Depends		PartialPartial
Event-driven execution
React to external systems
Depends		YesPartial
Backfills / replays
Reprocess historical data
Depends		PartialPartial
Idempotency support
Safe retries & replays
Mandatory		PartialPartial
Exactly-once semantics
Correctness for business workflows
Optional		NoYes
Long-running workflows (days/months)
Business processes, approvals
Depends		YesPartial
Human-in-the-loop steps
Approvals, manual actions
Optional		YesNo
Dynamic workflows at runtime
Conditional execution
Depends		YesPartial
Workflow versioning
Safe evolution over time
Recommended		YesPartial
Distributed execution
Scalability
Mandatory		YesYes
High availability scheduler
Production reliability
Recommended		YesPartial
Fault-tolerant execution
Crash safety
Mandatory		YesPartial
Observability (logs, states, UI)
Debugging & ops
Mandatory		YesYes
Workflow-level visibility
Understand end-to-end runs
Mandatory		YesYes
Task isolation
Failure containment
Mandatory		YesYes
Native Kubernetes support
Modern infra compatibility
Depends		PartialPartial
Multi-language SDKs
Polyglot systems
Optional		YesNo
Deterministic replay
Safe recovery & correctness
Optional		NoNo
Pluggable execution backends
Flexibility
Recommended		YesPartial

* To be considered a complete workflow orchestration tool, a tool must implement the features marked as mandatory according to our assessment.

Spotted an inaccuracy? contact@workflows.guru

Learn more

Read the full profiles, including pros and cons, installation and alternatives.

ConductorDagster

Related comparisons