Compare - Apache Luigi VS Kubeflow

Here’s the difference between Apache Luigi and Kubeflow. The comparison is based on pricing, deployment, business model, and other important factors.

About Apache Luigi

Luigi is a Python package that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization, handling failures, command line integration, and much more.

About Kubeflow

Kubeflow provides an open-source machine learning toolkit for Kubernetes. Enables users to train, deploy and manage a machine learning stack on Kubernetes. Is compatible with PyTorch, Apache MXNet, MPI, XGBoost, Chainer & more and can be integrated with Istio and Ambassador.

Comparison Table

Overview
CategoriesWorkflow OrchestrationWorkflow Orchestration
StageMatureMid Stage
Target SegmentSMB , Enterprise, StartupsMid size
DeploymentSelf hostedOn Prem
Business ModelOpen SourceOpen Source
PricingFreeFreemium
LocationUSAUS
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