--- 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: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # scikit-learn Reviews & Product Details 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. * * * Seller [scikit-learn](https://www.g2.com/sellers/scikit-learn) Discussions [scikit-learn Community](https://www.g2.com/products/scikit-learn/discuss) Solution Type Best-of-Breed Overview by JORDAN JUSTIN Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 4 months [ View More Pricing Information ](https://www.g2.com/products/scikit-learn/pricing) ## Top-Rated Alternatives [ ![MLlib](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "MLlib") MLlib 4.1/5(14) ](https://www.g2.com/products/mllib/reviews) [ ![Weka](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Weka") Weka 4.3/5(13) ](https://www.g2.com/products/weka/reviews) [ ![Google Cloud TPU](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Google Cloud TPU") Google Cloud TPU 4.5/5(33) ](https://www.g2.com/products/google-cloud-tpu/reviews) [ View All Alternatives ](https://www.g2.com/products/scikit-learn/competitors/alternatives) ## User Insights Average based on 60 real user reviews. Implementation Time 2 months Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ![Vikas P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Vikas P.") VP Vikas P. Associate System Engineer Small-Business (50 or fewer emp.) 5/28/2019 "plug and play machine learning models " 4/5 What do you like best about scikit-learn? I like this library because it is super easy to import the library and use the Machine Learning models. To install scikit-learn it is very easy. They have lots of machine learning models such as random forest, xgboost and many more. You don't need to code from scratch. They provide a lot of parameters to tweak the models also which is helpful. Review collected by and hosted on G2.com. What do you dislike about scikit-learn? It is kind of plug and plays but the customization is a little bit hard for the machine learning models. Also, as compared to tensorflow it is slow. Review collected by and hosted on G2.com. Recommendations to others considering scikit-learn: If you just need a machine Learning model and don't want any more specification or customization you can go with scikit-learn. It is easy to use and implement. Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? For general machine learning models where I need models and don't want to customize the model, I use scikit-learn prebuild models. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") GC Verified User in Computer Software Small-Business (50 or fewer emp.) 7/17/2019 "Incredibly simple, fast, and powerful" 4/5 What do you like best about scikit-learn? Scikit-learn is extremely scalable and great for beginners especially. My main experience has been using their support vector classifier, which is ideal for our project in mapping ultrasound imagery to movements of the hand. Review collected by and hosted on G2.com. What do you dislike about scikit-learn? Documentation could be a bit better, but other than that it's incredibly reliable and consistent. Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? Enabling amputee musicians to use robotic hands to play music with ultrasound imagery and support vector machines Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Education Management](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Education Management") GE Verified User in Education Management Enterprise (\> 1000 emp.) 2/12/2019 "Great tool for simple Machine Learning" 3.5/5 What do you like best about scikit-learn? Does offer a wide variety of traditional Machine Learning Algorithms. Review collected by and hosted on G2.com. What do you dislike about scikit-learn? Not quite comfortable to use while working on Deep Neural Network. Review collected by and hosted on G2.com. Recommendations to others considering scikit-learn: Introduce Deeplearning toolbox Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? Random Forest Algorithm, SVM, Online News Popularity Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Research](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Research") GR Verified User in Research Enterprise (\> 1000 emp.) 1/18/2018 "I love scikit-learn" 4/5 What do you like best about scikit-learn? It include a lot of examples. It is very easy to find something related with your problem. Review collected by and hosted on G2.com. What do you dislike about scikit-learn? It does not include convolutional network :( Review collected by and hosted on G2.com. Recommendations to others considering scikit-learn: look at examples! Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? I am using it for classification and regression problems. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Hospital & Health Care](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Hospital & Health Care") GH Verified User in Hospital & Health Care Small-Business (50 or fewer emp.) 10/3/2017 "Useful if not powerful" 4/5 What do you like best about scikit-learn? It is well documented and has an experienced community behind it. It also has nearly all the functionality that I would ever need. Review collected by and hosted on G2.com. What do you dislike about scikit-learn? It took a little time to get into the python language and build, but this is true with most languages. Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? Mostly categorization models, some regression. Seamless with other business processes Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Higher Education](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Higher Education") GH Verified User in Higher Education Enterprise (\> 1000 emp.) 11/9/2017 "predicting default rates of loans" 4/5 What do you like best about scikit-learn? User friendly, applies to many modeling algorithms, great documentation, easy to learn Review collected by and hosted on G2.com. What do you dislike about scikit-learn? Too Basic visualizations, lack of live interactive dashboard Review collected by and hosted on G2.com. What problems is scikit-learn solving and how is that benefiting you? predicting default rates of loans Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ## Questions about scikit-learn? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about scikit-learn ](https://www.g2.com/products/scikit-learn/discussions/new) GU Guest User • Last activity about 1 year ago What is scikit-learn used for? 0 Upvotes 2 [ Join the conversation ](https://www.g2.com/discussions/scikit-learn-what-is-scikit-learn-used-for) GU Guest User • Last activity over 3 years ago What is Python Scikit learn? 0 Upvotes 1 [ Join the conversation ](https://www.g2.com/discussions/what-is-python-scikit-learn) [ View all Discussions ](https://www.g2.com/products/scikit-learn/discuss) ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 4 months ### Average Discount 10% [ View More Pricing Information ](https://www.g2.com/products/scikit-learn/pricing) scikit-learn Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_761bf1c4ba21d6f1ef348c760d3943c1/mllib.jpg "Product Avatar Image") MLlib 4.1/5(14) [ Compare Now ](https://www.g2.com/compare/mllib-vs-scikit-learn) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_8c10cc72a4d651d34af6b29fb7c84c01/weka.png "Product Avatar Image") Weka 4.3/5(13) [ Compare Now ](https://www.g2.com/compare/weka-vs-scikit-learn) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-tpu.jpg "Product Avatar Image") Google Cloud TPU 4.5/5(33) [ Compare Now ](https://www.g2.com/compare/google-cloud-tpu-vs-scikit-learn) ##### Categories on G2 [Machine Learning](https://www.g2.com/categories/machine-learning) ##### Explore More [What are the best field sales software and recruitment tools for high-volume hiring across multiple locations?](https://www.g2.com/discussions/what-are-the-best-field-sales-software-and-recruitment-tools-for-high-volume-hiring-across-multiple-locations)[Best way to track media mentions](https://www.g2.com/discussions/best-way-to-track-media-mentions)[What field service management software can a small team actually learn and use without a long IT-heavy implementation?](https://www.g2.com/discussions/what-field-service-management-software-can-a-small-team-actually-learn-and-use-without-a-long-it-heavy-implementation) [What's the best fleet tracking service for logistics company](https://www.g2.com/discussions/what-s-the-best-fleet-tracking-service-for-logistics-company)[Which Adobe consulting partners bring both technical expertise and strategic pressure-testing to Adobe Campaign implementations?](https://www.g2.com/discussions/which-adobe-consulting-partners-bring-both-technical-expertise-and-strategic-pressure-testing-to-adobe-campaign-implementations)[Pros and Cons Details](https://www.g2.com/products/scikit-learn/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)