Metaflow vs ZenML : comparatif

Metaflow vs ZenML
Fait	Metaflow	ZenML
Langage	Python	Python
Licence	Apache-2.0	Apache-2.0
Étoiles	10k	5.6k
Dernière release	2.19.39	0.97.0
Dernier push	2026-10-06	2026-10-06
Rythme des releases	environ 11 jours entre les releases	environ 20 jours entre les releases
Contributeurs actifs	12 auteurs de commits sur la branche par défaut ces 90 derniers jours	12 auteurs de commits sur la branche par défaut ces 90 derniers jours
Signalements	aucun	aucun

Ce qui les relie

Les deux remplacent Amazon SageMaker. Alternatives à Amazon SageMaker →
PartielMetaflowPython flows that scale from a laptop to Kubernetes or AWS Batch, with versioned artefacts.
PartielZenMLPortable pipelines that run on your own orchestrators and clouds, with a model registry.

2.19.392026-09-02fix: argo conditional issue
2.19.382026-08-18build(deps-dev): bump js-yaml from 4.3.0 to 4.3.1 in /metaflow/plugins/cards/ui by @dependabot[bot] in
2.19.372026-08-11Fix duplicate test name masking parse_kube_keyvalue_list success cases
2.19.362026-08-05build(deps-dev): bump brace-expansion from 1.1.12 to 1.1.16 in /metaflow/plugins/cards/ui by @dependabot[bot] in
2.19.352026-06-24feat(tracing): respect otel service name via env variable

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…

✓ signée La dernière release, 2.19.39, porte une signature vérifiée par GitHub.

Chargement du rapport de sécurité

✓ signée La dernière release, 0.97.0, porte une signature vérifiée par GitHub.

Chargement du rapport de sécurité