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Project comparison
Swanlab vs Airflow
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Swanlab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
Best matched with other platform tools.
3.9K
Stars
0
Weekly
50/100
Health
Airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Best matched with other platform tools.
46.2K
Stars
+845
Weekly
91/100
Health
Quick Take
Adoption
Airflow has the larger GitHub footprint with 46.2K stars.
Momentum
Airflow is currently growing faster at +845 stars this week.
Maintenance
Airflow has the stronger automated maintenance signal at 91/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Swanlab | Airflow |
|---|---|---|
| Evidence status | Basic listing· 2d ago | Basic listing· 2d ago |
| GitHub stars | 3.9K | 46.2K |
| Weekly growth | 0 | +845 |
| Health score | Watch50/100 |
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