BentoML vs ZenML: perbandingan

BentoML vs ZenML
Fakta	BentoML	ZenML
Bahasa	Python	Python
Lisensi	Apache-2.0	Apache-2.0
Bintang	8.9k	5.6k
Terbaru	v1.4.39	0.97.0
Push terakhir	2026-10-05	2026-10-06
Frekuensi rilis	sekitar 25 hari antar rilis	sekitar 20 hari antar rilis
Kontributor aktif	2 penulis commit di branch default dalam 90 hari terakhir	12 penulis commit di branch default dalam 90 hari terakhir
Peringatan	tidak ada	tidak ada

Hubungan keduanya

Keduanya menggantikan Amazon SageMaker. Alternatif Amazon SageMaker →
SebagianBentoMLPackages models as API services and container images to run anywhere.
SebagianZenMLPortable pipelines that run on your own orchestrators and clouds, with a model registry.

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

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…

✓ bertanda tangan Rilis terbaru, v1.4.39, memiliki tanda tangan yang diverifikasi GitHub.

Memuat laporan keamanan

✓ bertanda tangan Rilis terbaru, 0.97.0, memiliki tanda tangan yang diverifikasi GitHub.

Memuat laporan keamanan