Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Best matched with other platform tools.
Metaflow has the larger GitHub footprint with 10.1K stars.
BentoML is currently growing faster at +13 stars this week.
Metaflow has the stronger automated maintenance signal at 54/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Metaflow | BentoML |
|---|---|---|
| Evidence status | Basic listing· 1d ago | Basic listing· 1d ago |
| GitHub stars | 10.1K | 8.6K |
| Weekly growth | 0 | +13 |
| Health score | Watch54/100 |
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| Contributors | 136 | 236 |
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| Commits per week | 5.4 | 2.5 |
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| Open issues | 457 | 142 |
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| Language | Python | Python |
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| License | Apache-2.0 | Apache-2.0 |
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| Last commit | 2mo ago | 2mo ago |
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| Last release | 2.19.29 | v1.4.39 |
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