compare
KServe vs ZenML
The same facts for both, read from GitHub every night, and the relation a person reviewed.
| Fact | KServe | ZenML |
|---|---|---|
| Language | Go | Python |
| Licence | Apache-2.0 | Apache-2.0 |
| Stars | 6.1k | 5.6k |
| Latest | v0.21.0 | 0.97.0 |
| Last push | 2026-10-06 | 2026-10-06 |
| Release cadence | too few releases | about 20 days between releases |
| Active contributors | 50 commit authors on the default branch in the last 90 days | 12 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.
PartialZenMLPortable pipelines that run on your own orchestrators and clouds, with a model registry.
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
ZenML
- 0.97.02026-09-23Resource pools have been reworked to use ZenML Pro Resource Manager v2, and the old OSS resource-pool control-plane obj…
- 0.96.42026-09-04Webhook triggers for pipeline snapshots: ZenML now supports first-class webhook-driven automation for secure, project-s…
- 0.96.32026-08-07Multi-pod Kubernetes step operator jobs: Command steps can now run across multiple Kubernetes pods with the Kubernetes…
- 0.96.22026-07-17Artifact version deletion via the API is broken in this release and will be fixed in 0.96.3. Artifact versions can stil…
- 0.96.12026-07-02Run pipelines and steps over SSH: ZenML now includes an SSH orchestrator and SSH step operator for executing workloads…
KServe
✓ signed The latest release, v0.21.0, carries a signature GitHub verified.
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ZenML
✓ signed The latest release, 0.97.0, carries a signature GitHub verified.
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