---
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: '2026-07-07'
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 find scikit-learn's **ease of use** invaluable for beginners, thanks to its clean API and pre-written algorithms. (1 reviews)
- Users appreciate the **clean and smooth API** of scikit-learn, making it ideal for newcomers to machine learning. (1 reviews)
- Users find scikit-learn highly usable, enjoying its **clean API and pre-written algorithms** for efficient machine learning training. (1 reviews)

**What users dislike:**

- Users experience **lagging issues** with heavy models, leading to frustrating delays and undesirable outputs during usage. (1 reviews)
- Users find the **limited customization** of scikit-learn restricts algorithm control, making it challenging for deeper adjustments. (1 reviews)
- Users find **time consumption** significant due to the steep learning curve for those unfamiliar with Python. (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=3&section=pricing&secure%5Bexpires_at%5D=2026-07-07+16%3A24%3A32+-0500&secure%5Bsession_id%5D=2b38eb05-84fb-41f8-b7ff-d2ffb67c3ec1&secure%5Btoken%5D=aaa2360c4b6e8d512b4284ae99c88ce42cf8d696da14cbed7a0dcc0a13993426&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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