Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
⚡️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.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Ray has the larger GitHub footprint with 42.5K stars.
Ray is currently growing faster at +72 stars this week.
Ray has the stronger health score at 79/100.
| Signal | Swanlab | Ray |
|---|---|---|
| GitHub stars | 3.9K | 42.5K |
| Weekly growth | 0 | +72 |
| Health score | 55 | 79 |
| Contributors | 39 | 1.6K |
| Commits per week | 8.3 | 87.6 |
| Open issues | 69 | 3.5K |
| Language |
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| Python |
| Python |
| License | Apache-2.0 | Apache-2.0 |
|---|
| Last commit | 1d ago | 15h ago |
|---|
| Last release | v0.7.17 | ray-2.55.1 |
|---|