compare
KServe vs Triton Inference Server
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | KServe | Triton Inference Server |
|---|---|---|
| Language | Go | Python |
| Licence | Apache-2.0 | BSD-3-Clause |
| Stars | 6.1k | 11k |
| Latest | v0.21.0 | v2.73.0 |
| Last push | 2026-10-06 | 2026-10-06 |
| Release cadence | too few releases | about 32 days between releases |
| Active contributors | 50 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 →
PartialKServeKubernetes resources for serving predictive and generative models with autoscaling.
PartialTriton Inference ServerServes TensorRT, PyTorch, ONNX and other models over HTTP and gRPC, with dynamic batching.
KServe
- v0.21.02026-09-25refactor(e2e): auto-assign llminferenceservice & consolidate markers
- v0.21.0-rc12026-09-23refactor(e2e): auto-assign llminferenceservice & consolidate markerspre-release
- v0.21.0-rc02026-09-10refactor(e2e): auto-assign llminferenceservice & consolidate markerspre-release
- v0.20.02026-08-06fix(ci): add debug messages to print 403 issues
- v0.20.0-rc12026-08-03feat(llmisvc): drop old flag to support new TLS flag for disagg-sidecarpre-release
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
KServe
✓ signed The latest release, v0.21.0, 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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