ToolAI Infrastructurev1.9

Kubeflow

by Google · open-source · Last verified 2026-03-17

Open-source ML platform for Kubernetes providing end-to-end ML workflow orchestration. Includes pipeline authoring, distributed training, hyperparameter tuning, and model serving on Kubernetes clusters.

https://www.kubeflow.org ↗

C+

C+—Average

Adoption: BQuality: AFreshness: B+Citations: BEngagement: F

Specifications

License: Apache-2.0
Pricing: open-source
Capabilities: ml-pipelines, distributed-training, hyperparameter-tuning, model-serving, notebook-servers
Integrations: tensorflow, pytorch
Use Cases: ml-workflow-orchestration, distributed-training, model-deployment, experiment-management
API Available: Yes
SDK Languages: python
Deployment: kubernetes
Rate Limits: N/A (self-hosted on Kubernetes)
Data Privacy: Self-hosted, user-managed; runs on your Kubernetes cluster
Tags: mlops, kubernetes, pipelines, training, serving
Added: 2026-03-17
Completeness: 100%

Index Score

57.05

Adoption

Quality

Freshness

Citations

Engagement

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