What is the main difference between Dagu and Mage?

Dagu and Mage are both workflow orchestration tools but differ in their approach, features, and target audience. Compare their GitHub stats, technology stack, and community adoption to make the best choice.

Which is better: Dagu or Mage?

The choice between Dagu and Mage depends on your specific needs, technical requirements, and team preferences. Both are quality open source solutions with active communities.

Can I migrate from Dagu to Mage?

Migration between Dagu and Mage is possible but requires careful planning. Consider data export/import capabilities, feature parity, and potential workflow changes.

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Dagu vs Mage

Learn how Dagu and Mage differ in their key features, development activity, technology stack and community adoption, so you can decide which of these workflow orchestration tools is best for you.

Dagu

Single-binary workflow orchestrator that runs scheduled DAGs locally or over SSH, with retries, human tasks, a built-in Web UI, and file-based state storage.

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3,807stars+77(+2.1%)

Last 30 days

Last commit
12 hours ago
Repository age
4 years
Version
v2.15.3
License
GPL-3.0
Self-hosted
Yes
Repository
dagucloud/dagu

Sponsor Dagu ongithub.com

Mage

Open-source data pipeline platform for effortless data integration, transformation, and orchestration using Python, SQL, and R.

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8,814stars+35(+0.4%)

Last 30 days

Last commit
13 days ago
Repository age
4 years
Version
0.9.79
License
Apache-2.0
Self-hosted
Yes
Repository
mage-ai/mage-ai

Detailed Comparison

Both Dagu and Mage have their unique strengths and serve similar purposes effectively. Consider your specific needs regarding popularity, growth, activity, maturity, licensing and features when making your decision.

Mage wins

Community & Popularity

Mage leads in popularity with 8,814 stars vs 3,807 stars for Dagu. The 132% higher star count indicates stronger community adoption. In terms of developer contributions, Mage has 990 forks, indicating moderate developer engagement.

Dagu wins

Growth Momentum

Dagu is growing faster, adding 77 stars in the last 30 days (+2.1%) against adding 35 stars for Mage (+0.4%). Dagu is the smaller project of the two, so it is closing the gap rather than extending a lead.

Comparable

Development Activity

Both projects show recent activity, with Dagu last updated 12 hours ago and Mage 13 days ago.

Comparable

Project Maturity

Both projects started around the same time, with Dagu beginning 4 years ago and Mage 4 years ago.

Comparable

Licensing

The projects use different licenses: Dagu is licensed under GPL-3.0 while Mage uses Apache-2.0. Consider the licensing requirements when choosing for your project.

Comparable

Use Cases & Features

Both tools serve similar use cases in Workflow Orchestration. However, they also have distinct specializations: Mage extends into ETL & Data Integration.

Comparable

Hosting & Deployment

Both Dagu and Mage offer self-hosting capabilities, giving you full control over your data and infrastructure.

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