Azure Data Factory vs Luigi
Azure Data Factory
azure.microsoft.comLuigi
github.comSide by side
| Figure | Azure Data Factory | Luigi |
|---|---|---|
| Price from | $0.10/mo | Free |
| Free plan | — | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 1 |
| Spec score · Data Orchestration Software | 8.9 (#2) | 7.6 (#8) |
| License | Azure Data Factory is proprietary Microsoft Azure software governed by Azure service terms and is not open source. | The repository identifies Luigi as licensed under Apache-2.0. |
Plans
Azure Data Factory
- Data movement (self-hosted IR)$0.10 a month
- Data movement (Azure or managed VNET IR)$0.25 a month
- Pipeline orchestration (Azure integration runtime)$1 a month
- Pipeline orchestration (self-hosted integration runtime)$1.50 a month
In their own words
Azure Data Factory
Azure Data Factory has no write-up on Specifiction yet; its figures are above.
Luigi
Luigi is a free Python package for building and coordinating pipelines of batch jobs. It manages dependencies, workflow execution, visualization, failure handling and command-line integration. The documentation presents it as workflow plumbing for long-running work such as Hadoop jobs, database transfers and machine-learning jobs, including pipelines with thousands of tasks that can take days or weeks. Documented systems include Hadoop, Hive, Pig, Spark, HDFS, databases and local files. A Luigi server provides a web interface for searching and filtering tasks, while its HDFS and local filesystem abstractions support atomic file operations. The project instructs users to install the latest stable version with `pip install luigi`; TOML configuration is available through the optional `luigi[toml]` installation. The repository says Python 3.10 through 3.14 are tested and identifies Apache-2.0 as the license. Luigi is self-hosted, and Spotify's Data Team maintains the project. A mailing list is linked for discussion and questions. Its security policy directs people to report sensitive issues through Spotify's bug bounty program rather than GitHub.