Our verdict
We have not reviewed ZenML yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About ZenML
ZenML is an open-source MLOps framework that helps data scientists and ML engineers build portable, production-ready machine learning pipelines. It provides a standardized way to define pipeline steps, track experiments, and deploy models across different infrastructure backends.
Best for
Teams building and deploying ML pipelines who want a flexible, infrastructure-agnostic framework
Use cases
- Building reproducible ML pipelines with versioned data and models
- Deploying models to cloud or on-premise infrastructure with minimal code changes
- Tracking experiments and pipeline runs for debugging and audit trails
Notes
5,429 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Strong abstraction layer that decouples pipeline logic from infrastructure
- Active open-source community with frequent updates and integrations
- Supports multiple orchestrators like Airflow, Kubeflow, and local runners
Cons
- Steeper learning curve for teams new to MLOps concepts
- Documentation can be sparse for advanced or edge-case scenarios
- Limited built-in support for real-time model serving compared to dedicated tools
Key facts
What we have checked
- Latest version
- 0.98.0 (released 14 Oct 2026)
- GitHub stars
- 5,592
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How ZenML is growing
5,429 to 5,592
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.98.0
Released 0.97.0
Released 0.96.4
Released 0.96.3
Released 0.96.2
Released 0.96.1
Released 0.96.0
Released 0.95.1
Released 0.95.0
Released 0.94.6
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Argo Workflows
Community
Workflow Engine for Kubernetes
Kubeflow
Community
Machine Learning Toolkit for Kubernetes
Prefect
Community
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.