Detailed comparison across 10 dimensions
Winner: Apache Airflow
Apache Airflow clearly comes out ahead of Google Cloud Dataflow on Staquest's weighted six-dimension score. Apache Airflow has a free tier; Google Cloud Dataflow does not.
| Overview | ||
|---|---|---|
| Type | saas tool | saas tool |
| Company | - | |
| Free Tier | ||
| Has API | ||
| Open Source | ||
| Learning Curve | steep | - |
| Integration | high | - |
| Trending | Stable | Stable |
| GitHub Stars | - | - |
| Industries | Data & AnalyticsSaaS & Cloud | Data & AnalyticsDevelopmentSales & CRM |
| Categories | devopsdata-engineering | data-engineering |
| Website | Visit | Visit |
Apache Airflow
open source
usage based
| Feature | apache-airflow | google-cloud-dataflow |
|---|---|---|
| Dynamic Pipeline Generation | ||
| Data Compute Units (Dcus) | ||
| Extensible Framework With 1000+ Providers | ||
| Dataflow Shuffle | ||
| Rich Web-Based Monitoring Ui | ||
| Gpus | ||
| Robust Scheduling And Execution Semantics | ||
| Persistent Disk | ||
| Scalable Distributed Architecture | ||
| Snapshots | ||
| Workflows As Code (Python) | ||
| Streaming Engine | ||
| Worker Memory | ||
| Worker Vcpu |
Showing 14 of 14 features
Dashes mean the feature isn't listed in our data. The tool may still support it.
On Staquest's weighted six-dimension scoring, Apache Airflow comes out ahead overall, though Google Cloud Dataflow can be the better fit depending on your priorities — see the dimension-by-dimension breakdown above.
Apache Airflow offers a free tier; Google Cloud Dataflow does not currently list one.
Apache Airflow is open source. The feature comparison and dimension scores above cover the full breakdown.
