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Kubeflow Pipelines vs Triton Inference Server
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | Kubeflow Pipelines | Triton Inference Server |
|---|---|---|
| Language | Go | Python |
| Licence | Apache-2.0 | BSD-3-Clause |
| Stars | 4.2k | 11k |
| Latest | 2.17.2 | v2.73.0 |
| Last push | 2026-10-06 | 2026-10-06 |
| Release cadence | about 29 days between releases | about 32 days between releases |
| Active contributors | 51 commit authors on the default branch in the last 90 days | 8 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.
PartialTriton Inference ServerServes TensorRT, PyTorch, ONNX and other models over HTTP and gRPC, with dynamic batching.
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
Triton Inference Server
- v2.73.02026-09-30Release 2.73.0 corresponding to NGC container 26.09
- v2.72.02026-08-31Release 2.72.0 corresponding to NGC container 26.08
- v2.71.02026-07-29Release 2.71.0 corresponding to NGC container 26.07
- v2.70.02026-06-26Release 2.70.0 corresponding to NGC container 26.06
- v2.69.02026-06-02Release 2.69.0 corresponding to NGC container 26.05
Kubeflow Pipelines
✓ signed The latest release, 2.17.2, carries a signature GitHub verified.
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Triton Inference Server
✓ signed The latest release, v2.73.0, carries a signature GitHub verified.
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