# Dataiku vs scikit-learn — Fit & Features

Canonical: https://trutool.co/compare/dataiku-vs-scikit-learn
Author: Snehil (https://trutool.co/authors/snehil)

Compare Dataiku and scikit-learn by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Dataiku
Collaborate on data preparation, machine learning, and AI workflows.
Best fit: Data and operations teams extracting or analyzing information.
- Data preparation
- Machine learning
- AI workflows
Before you choose: Test accuracy on your own data and document layouts. Review sensitive-data handling and validate extracted or predicted results.
Pricing: https://www.dataiku.com
- [Read Dataiku profile](https://trutool.co/tools/dataiku): Read Dataiku profile

### scikit-learn
Train and evaluate classical machine learning models in Python.
Best fit: Data and operations teams extracting or analyzing information.
- Classification
- Regression
- Model evaluation
Before you choose: Test accuracy on your own data and document layouts. Review sensitive-data handling and validate extracted or predicted results.
Pricing: https://scikit-learn.org/stable/
- [Read scikit-learn profile](https://trutool.co/tools/scikit-learn): Read scikit-learn profile