compare
Kubeflow Pipelines vs MLServer
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | Kubeflow Pipelines | MLServer |
|---|---|---|
| Language | Go | Python |
| Licence | Apache-2.0 | Apache-2.0 |
| Stars | 4.2k | 900 |
| Latest | 2.17.2 | 1.7.1 |
| Last push | 2026-10-06 | 2026-10-05 |
| Release cadence | about 29 days between releases | about 95 days between releases |
| Active contributors | 51 commit authors on the default branch in the last 90 days | 0 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 →
PartialKubeflow PipelinesPipelines of containerised ML steps on Kubernetes.
PartialMLServerA Python inference server speaking the V2 inference protocol.
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
MLServer
- 1.7.12025-06-06Set a lower bound for mlflow in mlserver-mlflow
- 1.7.02025-04-11MLServer has now support for Python 3.11 and 3.12 by @shivakrishnaah in (#1951)
- 1.6.12024-09-10MLServer now offers an option to use pre-existing Python environments by specifying a path to the environment to be use…
- 1.6.02024-06-26MLServer supports Pydantic V2.
- 1.5.02024-03-05Update CHANGELOG
Kubeflow Pipelines
✓ signed The latest release, 2.17.2, carries a signature GitHub verified.
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MLServer
unsigned The latest release, 1.7.1, carries no signature GitHub could verify.
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