Free
Free
Open-source software free to download and run on your Kubernetes infrastructure
- Access
- Open-source software free to download and run on your Kubernetes infrastructure
Kubeflow
● Identity checkedKubernetes ML platform · Vendor site 2026-10-04
Kubeflow is the open-source Kubernetes-native platform for data, ML, and GenAI workloads, composed of modular projects for training, notebooks, hyperparameter tuning, and model registry. It is community maintained under the CNCF and free to deploy on your own clusters.
- Category
- Kubernetes ML platform
- Free access
- Open-source software free to download and run on your Kubernetes infrastructure
- API access
- Kubernetes APIs and Kubeflow component APIs documented for operators and integrators
Is Kubeflow right for you?
A good fit for
Platform teams running ML and GenAI pipelines on Kubernetes who want portable, composable open-source tooling.
Before you choose
You supply and pay for underlying cloud or on-prem Kubernetes capacity; Kubeflow itself has no vendor seat fee.
Overview
Kubeflow bridges Kubernetes, data, and AI ecosystems with composable projects for training, tuning, notebooks, and model management at scale.
What it can do
Features & capabilities
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| CNCF status | Kubeflow is a CNCF graduated open-source AI platform project. | Facts sourced | 2026-10-04 |
| Modular stack | Includes Trainer, Notebooks, Katib, Spark Operator, and Model Registry components. | Facts sourced | 2026-10-04 |
| Portability | Designed to run the same workflows locally, on-prem, or in any cloud. | Facts sourced | 2026-10-04 |
Understand the total cost
Kubeflow pricing & plans
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Frequently asked questions
What is Kubeflow used for?
Kubeflow is the open-source Kubernetes-native platform for data, ML, and GenAI workloads, composed of modular projects for training, notebooks, hyperparameter tuning, and model registry. It is community maintained under the CNCF and free to deploy on your own clusters.
Does Kubeflow have a free plan?
Open-source software free to download and run on your Kubernetes infrastructure. This record lists ongoing free access; check the plan limits before starting.
How much does Kubeflow cost?
No paid monthly price is listed; this record treats the product as free to start. See the plan cards for entitlements, billing commitments and seat minimums.
Can I use Kubeflow through an API?
Kubernetes APIs and Kubeflow component APIs documented for operators and integrators. API access and subscription access may have different terms; consult the linked sources.
What should I check before choosing it?
You supply and pay for underlying cloud or on-prem Kubernetes capacity; Kubeflow itself has no vendor seat fee.
Price history
No retained pricing changes yet. A current price alone does not establish a historical trend.
How this profile is supported
Identity and profile
Reviewed vendor source
Read original source ↗Facts apply to the named version and check date. Send a sourced correction if something changed.