compare
BentoML vs Kubeflow Pipelines
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | BentoML | Kubeflow Pipelines |
|---|---|---|
| Language | Python | Go |
| Licence | Apache-2.0 | Apache-2.0 |
| Stars | 8.9k | 4.2k |
| Latest | v1.4.39 | 2.17.2 |
| Last push | 2026-10-05 | 2026-10-06 |
| Release cadence | about 25 days between releases | about 29 days between releases |
| Active contributors | 2 commit authors on the default branch in the last 90 days | 51 commit authors on the default branch in the last 90 days |
| Flags | none | none |
How they relate
Both replace Amazon SageMaker. Alternatives to Amazon SageMaker →
PartialBentoMLPackages models as API services and container images to run anywhere.
PartialKubeflow PipelinesPipelines of containerised ML steps on Kubernetes.
BentoML
- v1.4.392026-05-07ci: pre-commit autoupdate [skip ci] by @pre-commit-ci[bot] in
- v1.4.382026-04-02feat: native support for src-layout projects
- v1.4.372026-03-25docs: Update slack to forum link
- v1.4.362026-03-06fix: correct typo 'seperators' to 'separators'
- v1.4.352026-02-03fix(client): recreate connector on session refresh to prevent closed session errors
Kubeflow Pipelines
- 2.17.22026-09-04Version 2.17.2
- 2.17.12026-08-27Version 2.17.1
- 2.17.02026-07-09Version 2.17.0
- sdk-2.17.0-12026-07-09KFP SDK v2.17.0
- 2.16.12026-05-05Version 2.16.1
BentoML
✓ signed The latest release, v1.4.39, carries a signature GitHub verified.
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Kubeflow Pipelines
✓ signed The latest release, 2.17.2, carries a signature GitHub verified.
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