Kubeflow

Kubernetes-native MLOps platform.

MLOpsModel OperationsOpsPlatforms

About

Kubernetes-native MLOps platform. Kubeflow is the Kubernetes-native MLOps platform — comprehensive open-source platform from the Cloud Native Computing Foundation providing Kubeflow Pipelines (workflow orchestration on Argo Workflows), distributed training operators for TensorFlow/PyTorch/XGBoost, hyperparameter tuning through Katib, and KServe Model Serving. The platform is the preferred solution for platform engineering teams requiring full control over ML infrastructure on hybrid or multi-cloud Kubernetes.

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 0d ago

GitHub API2026-05-27

kubeflow

Open source product· 15.8k★· Apache-2.0· active 2mo ago

Python · Go · Jupyter Notebook · Jsonnet

cooling · +63★ (+0.4%) 30d

PyPI registry

kubeflow

v0.4.0· released 4mo ago

OSV vulnerability feed2026-07-20

No known advisories

Pricing snapshot2026-05-27

No pricing page found

Enterprise Use Cases

Integrations

How Kubeflow compares

Tool	Readiness	Pricing	Deployment	Compliance
Kubeflow	12 · Emerging	Paid	Cloud, Self-Hosted	—
Aim	12 · Emerging	Paid	Cloud, Self-Hosted	—
Argilla	12 · Emerging	Paid	Cloud, Self-Hosted	—
Colossal-AI	12 · Emerging	Paid	Cloud, Self-Hosted	—

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Kubeflow used for?

Kubeflow is kubernetes-native MLOps platform.

Is Kubeflow free, and how is it priced?

Kubeflow is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can Kubeflow be deployed?

Kubeflow supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is Kubeflow enterprise-ready?

Based on cataloged data, Kubeflow has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

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