Kedro vs. Metaflow Comparison


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About Kedro is the foundation for clean data science code. It borrows concepts from software engineering and applies them to machine-learning projects. A Kedro project provides scaffolding for complex data and machine-learning pipelines. You spend less time on tedious "plumbing" and focus instead on solving new problems. Kedro standardizes how data science code is created and ensures teams collaborate to solve problems easily. Make a seamless transition from development to production with exploratory code that you can transition to reproducible, maintainable, and modular experiments. A series of lightweight data connectors is used to save and load data across many different file formats and file systems.	About Successful data science projects are delivered by data scientists who can build, improve, and operate end-to-end workflows independently, focusing more on data science, less on engineering. Use Metaflow with your favorite data science libraries, such as Tensorflow or SciKit Learn, and write your models in idiomatic Python code with not much new to learn. Metaflow also supports the R language. Metaflow helps you design your workflow, run it at scale, and deploy it to production. It versions and tracks all your experiments and data automatically. It allows you to inspect results easily in notebooks. Metaflow comes packaged with the tutorials, so getting started is easy. You can make copies of all the tutorials in your current directory using the metaflow command line interface.
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Organizations interested in a toolbox for production-ready data science	Audience Data scientists looking for a framework for real-life Data Science project management solution
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Kedro kedro.org	Company Information Netflix United States metaflow.org
Alternatives Metaflow Netflix	Alternatives Union Cloud Union.ai
Polars	Flyte Union.ai
Cegal Prizm Cegal	Kedro
MLJAR Studio MLJAR	Kubeflow
SAS Visual Data Science Decisioning SAS View All	Anaconda View All
Categories Data Science Supported	Categories AI Orchestration Supported Data Science Supported ML Model Deployment Supported ML Model Management Supported

Integrations Amazon SageMaker Supported Anaconda Not Supported Apache Airflow Supported Apache Spark Supported Azure Databricks Supported Azure Machine Learning Supported Comet LLM Not Supported Dask Supported Docker Supported Gemini Enterprise Agent Platform Supported Jupyter Notebook Supported Kubeflow Supported MLflow Supported Matplotlib Supported Plotly Dash Supported Python Supported Superwise Not Supported pandas Supported Show More Integrations View All 15 Integrations	Integrations Amazon SageMaker Not Supported Anaconda Supported Apache Airflow Not Supported Apache Spark Not Supported Azure Databricks Not Supported Azure Machine Learning Not Supported Comet LLM Supported Dask Not Supported Docker Not Supported Gemini Enterprise Agent Platform Not Supported Jupyter Notebook Not Supported Kubeflow Not Supported MLflow Not Supported Matplotlib Not Supported Plotly Dash Not Supported Python Not Supported Superwise Supported pandas Not Supported Show More Integrations View All 4 Integrations
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