Here’s the difference between Apache Luigi and Kubeflow. The comparison is based on pricing, deployment, business model, and other important factors.
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.
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.
| Overview | ||
|---|---|---|
| Categories | Workflow Orchestration | Workflow Orchestration | 
| Stage | Mature | Mid Stage | 
| Target Segment | SMB , Enterprise, Startups | Mid size | 
| Deployment | Self hosted | On Prem | 
| Business Model | Open Source | Open Source | 
| Pricing | Free | Freemium | 
| Location | USA | US | 
| Companies using it | ||
| Contact info |