Here’s the difference between Prefect and Kubeflow. The comparison is based on pricing, deployment, business model, and other important factors.
Prefect offers an open-source data flow automation platform. The product offerings include Prefect Core, to run data applications, built on Python and composed of a task library that enables looping, adding parameters, mapping dynamic tasks, and more. Another offering is Prefect Cloud, a command center for user workflows enabled by Cloud UI, state locking, hybrid execution, GraphQL for ETL, and more. The clients of the company include CISCO, SymphonyRM, trademe, etc.
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 | ||
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Categories | Workflow Orchestration | Workflow Orchestration |
Stage | Early Stage | Mid Stage |
Target Segment | Enterprise, Mid size | Mid size |
Deployment | SaaSOn Prem | On Prem |
Business Model | Open Source | Open Source |
Pricing | Freemium, Contact Sales | Freemium |
Location | Washington, US | US |
Companies using it | ||
Contact info |