Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Learn how to develop, deploy and iterate on production-grade ML applications.
Best matched with other platform tools.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Best matched with other platform tools.
Made With ML has the larger GitHub footprint with 49.4K stars.
Made With ML is currently growing faster at +81 stars this week.
Ray has the stronger automated maintenance signal at 74/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Made With ML | Ray |
|---|---|---|
| Evidence status | Basic listing· 1d ago | Basic listing· 1d ago |
| GitHub stars | 49.4K | 42.5K |
| Weekly growth | +81 | +72 |
| Health score | Watch44/100 |
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| Contributors | 1 | 1.6K |
|---|
| Commits per week | 0.0 | 87.6 |
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| Open issues | 25 | 3.5K |
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| Language | Jupyter Notebook | Python |
|---|
| License | MIT | Apache-2.0 |
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| Last commit | 6mo ago | 4mo ago |
|---|
| Last release | v1.1.0 | ray-2.55.1 |
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