Head-to-head · Workflow Orchestration Software
AWS Step Functions vs Apache DolphinScheduler
AWS Step Functions leads on 0 checks, Apache DolphinScheduler on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreAWS Step Functions · 9.3/10
- Free planonly AWS Step Functions
- Most featuresAWS Step Functions · 5 of 5
AWS Step Functions scores higher on our rubric for workflow orchestration software: 9.3 against 8.9 out of 10; our editors rank them #1 and #6.
On deployment model, Apache DolphinScheduler gives you Self-hosted where AWS Step Functions offers Cloud.
AWS Step Functions is the better fit for AWS-native cloud orchestration. Apache DolphinScheduler is the better fit for open-source visual DAG orchestration.
- AWS Step Functions fits best
AWS-native cloud orchestration
- Apache DolphinScheduler fits best
Open-source visual DAG orchestration
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Side by side
| Feature | AWS Step Functions 9.3/10 Visit ↗ | Apache DolphinScheduler 8.9/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.3 | 8.9 |
| Ranking | #1 in Workflow Orchestration Software | #6 in Workflow Orchestration Software |
| Best for | AWS-native cloud orchestration | Open-source visual DAG orchestration |
| Pricing model | Free plan + paid | Free |
| Starting price | $1/unit usage-based | Open source |
| Free plan | ✓ (best) | Not checked yet |
| Free trial | — | — |
| Deployment | Cloud | Self-hosted |
| Platforms | Web | Web, Linux |
| Support | Docs | Email, Community, Docs |
| Integrations | 220+ integrations | 12 integrations |
| Built for | Small business, Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features AWS Step Functions 5/5 · Apache DolphinScheduler 2/5 | ||
| Visual workflow builder | ✓ | ✓ |
| Event triggers | ✓ (best) | Not checked yet |
| Automatic retries | ✓ (best) | Not checked yet |
| Execution observability | ✓ | ✓ |
| Human approvals | ✓ (best) | Not checked yet |
| Specs | ||
| Deployment model | Cloud | Self-hosted |
| Our review | ||
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| Our verdict | AWS Step Functions is a managed workflow orchestration service for coordinating distributed applications, microservices, data-processing jobs, machine-learning pipelines, and IT automation. It suits teams building on AWS that need visual… Read the review → |
Apache DolphinScheduler is an open-source workflow orchestration platform for organizations building and operating data pipelines. Its web interface supports visual drag-and-drop DAG creation, while the Python SDK and Open API support… Read the review → |
Strengths and trade-offs
AWS Step Functions — where it wins
- Visual state-machine design with branching, parallelism, retries, and approvals
- Deep integrations across AWS services and HTTPS endpoints
- Execution history, visual debugging, and CloudWatch Logs integration
Where it doesn't
- Cloud deployment model limits use outside AWS-hosted environments
- Standard Workflows charge for state transitions, including retries
- Express Workflows target executions lasting up to five minutes
Apache DolphinScheduler — where it wins
- Visual drag-and-drop DAG creation with complex dependencies
- Backfills, recovery, reruns, versioning, and instance history
- Broad integrations across data, infrastructure, and ML tools
Where it doesn't
- Self-managed deployment requires infrastructure ownership
- No hosted SaaS deployment model is provided
- Operational scope may exceed simple scheduling needs
- AWS Step Functions9.3/10 · Free plan
A strong AWS-native choice for state-machine orchestration and event-driven automation.
Visit siteFull verdict → - Apache DolphinScheduler8.9/10 · Open source
A capable self-hosted choice for teams building and operating visual data workflows.
Visit siteFull verdict →
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All workflow orchestration software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update