BentoML vs ZenML: comparação

BentoML vs ZenML
Fato	BentoML	ZenML
Linguagem	Python	Python
Licença	Apache-2.0	Apache-2.0
Estrelas	8.9k	5.6k
Última release	v1.4.39	0.97.0
Último push	2026-10-05	2026-10-06
Ritmo de releases	cerca de 25 dias entre releases	cerca de 20 dias entre releases
Contribuidores ativos	2 autores de commits na branch padrão nos últimos 90 dias	12 autores de commits na branch padrão nos últimos 90 dias
Alertas	nenhum	nenhum

Como se relacionam

Os dois substituem Amazon SageMaker. Alternativas a Amazon SageMaker →
ParcialBentoMLPackages models as API services and container images to run anywhere.
ParcialZenMLPortable 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…

✓ assinada A última release, v1.4.39, tem uma assinatura verificada pelo GitHub.

Carregando o relatório de segurança

✓ assinada A última release, 0.97.0, tem uma assinatura verificada pelo GitHub.

Carregando o relatório de segurança