---
title: scikit-learn Reviews
meta_title: 'scikit-learn Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 60 reviews by the users' company size, role or industry to
  find out how scikit-learn works for a business like yours.
aggregate_rating:
  rating_value: 4.8
  review_count: 60
  scale: '5'
date_modified: '2026-07-13'
parent_category:
  name: Artificial Intelligence
  url: https://www.g2.com/categories/artificial-intelligence
---

# scikit-learn Reviews
**Vendor:** scikit-learn  
**Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning)  
**Average Rating:** 4.8/5.0  
**Total Reviews:** 60
## About scikit-learn
Scikit-learn is a software machine learning library for the Python programming language that has a various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.



## scikit-learn Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of scikit-learn, allowing newcomers to focus on training data and outputs. (1 reviews)
- Users appreciate the **clean library** of scikit-learn, which simplifies the learning process for machine learning newcomers. (1 reviews)
- Users find scikit-learn to have **high usage frequency** , making it ideal for beginners learning machine learning. (1 reviews)

**What users dislike:**

- Users experience significant **lagging issues** with heavy models, impacting functionality and overall performance of scikit-learn. (1 reviews)
- Users find **limited customization** challenging, indicating difficulty in controlling algorithms and adapting to specific needs. (1 reviews)
- Users find scikit-learn requires **significant time investment** for beginners, especially without prior Python knowledge. (1 reviews)


## scikit-learn Discussions
  - [What is scikit-learn used for?](https://www.g2.com/discussions/scikit-learn-what-is-scikit-learn-used-for) - 2 comments
  - [What is Python Scikit learn?](https://www.g2.com/discussions/what-is-python-scikit-learn) - 1 comment

- [View scikit-learn pricing details and edition comparison](https://www.g2.com/products/scikit-learn/reviews?page=6&section=pricing&secure%5Bexpires_at%5D=2026-07-14+19%3A11%3A43+-0500&secure%5Bsession_id%5D=7a1afcb9-0f0b-4baa-9319-bafa004572fb&secure%5Btoken%5D=5720db95a378ec981addb9c42e1ae78b6dae3d02ed49725330898b96e7a64184&format=llm_user)

## scikit-learn Features
**Integration - Machine Learning**
- Integration

**Learning - Machine Learning**
- Training Data
- Actionable Insights
- Algorithm

## Top scikit-learn Alternatives
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