Apache Airflow vs StackStorm

Struggling to choose between Apache Airflow and StackStorm? Both products offer unique advantages, making it a tough decision.

Apache Airflow is a Ai Tools & Services solution with tags like scheduling, pipelines, workflows, data-pipelines, etl.

It boasts features such as Directed Acyclic Graphs (DAGs) - modeling workflows as code, Dynamic task scheduling, Extensible plugins, Integration with databases, S3, and other environments, Monitoring, alerting, and logging, Scalable - handles data pipelines across organizations, Web server & UI to visualize pipelines and pros including Open source and free, Active community support, Modular and customizable, Robust scheduling capabilities, Integration with many services and databases, Scales to large workflows.

On the other hand, StackStorm is a Ai Tools & Services product tagged with automation, eventdriven, autoremediation, security, troubleshooting.

Its standout features include Event-driven automation, Real-time stream processing, Workflow automation, ChatOps integration, Open source and extensible, and it shines with pros like Flexible and responsive, Powerful automation capabilities, Integrates well with existing tools, Active open source community, Free and open source.

To help you make an informed decision, we've compiled a comprehensive comparison of these two products, delving into their features, pros, cons, pricing, and more. Get ready to explore the nuances that set them apart and determine which one is the perfect fit for your requirements.

Apache Airflow

Apache Airflow

Apache Airflow is an open-source workflow management platform used to programmatically author, schedule and monitor workflows. It provides a graphical interface to visualize pipelines and integrates with databases and other environments.

Categories:
scheduling pipelines workflows data-pipelines etl

Apache Airflow Features

  1. Directed Acyclic Graphs (DAGs) - modeling workflows as code
  2. Dynamic task scheduling
  3. Extensible plugins
  4. Integration with databases, S3, and other environments
  5. Monitoring, alerting, and logging
  6. Scalable - handles data pipelines across organizations
  7. Web server & UI to visualize pipelines

Pricing

  • Open Source

Pros

Open source and free

Active community support

Modular and customizable

Robust scheduling capabilities

Integration with many services and databases

Scales to large workflows

Cons

Steep learning curve

Can be complex to set up and manage

Upgrades can break DAGs

No native support for real-time streaming

UI and API need improvement


StackStorm

StackStorm

StackStorm is an open-source automation platform that provides event-driven automation for auto-remediation, security responses, troubleshooting and more. It's designed to be highly flexible and responsive for handling real-time data and events.

Categories:
automation eventdriven autoremediation security troubleshooting

StackStorm Features

  1. Event-driven automation
  2. Real-time stream processing
  3. Workflow automation
  4. ChatOps integration
  5. Open source and extensible

Pricing

  • Open Source
  • Enterprise Edition (Subscription)

Pros

Flexible and responsive

Powerful automation capabilities

Integrates well with existing tools

Active open source community

Free and open source

Cons

Steep learning curve

Complex setup and configuration

Limited documentation and support

Not ideal for simple use cases