Best Luigi Alternatives in 2025
Spotify's Luigi pioneered Python pipelines, but modern alternatives offer more features. Here are the best options.
Top Luigi Alternatives
1. ShedBoxAI (Recommended)
Best for: Teams wanting modern simplicity
| Pros | Cons |
|---|---|
| YAML configuration | Different paradigm |
| Built-in AI support | No scheduler UI |
| Active development | |
| Minimal setup |
2. Prefect
Best for: Python teams wanting modernization
| Pros | Cons |
|---|---|
| Modern Python API | Cloud features cost |
| Easy migration from Luigi | |
| Good documentation |
3. Dagster
Best for: Asset-centric thinking
| Pros | Cons |
|---|---|
| Modern architecture | Learning curve |
| Strong typing | |
| Good testing |
4. Apache Airflow
Best for: Enterprise scale
| Pros | Cons |
|---|---|
| Huge ecosystem | Complex setup |
| Enterprise proven | |
| Many integrations |
Getting Started with ShedBoxAI
pip install shedboxai
shedboxai run config.yaml