# The Jupyter Notebook Reviews 2026. Verified Reviews, Pros & Cons | Capterra > Is The Jupyter Notebook the right Integrated Development Environment (IDE) solution for you? Explore 78 verified user reviews from people in industries like yours to make a confident choice. Source: https://www.capterra.com/p/234967/The-Jupyter-Notebook/reviews --- The Jupyter Notebook 4.7 (78) [View alternatives](https://www.capterra.com/p/234967/The-Jupyter-Notebook/alternatives/) Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Learn more](https://www.capterra.com/our-story/) * * * Last updated March 13th, 2026 # Reviews of The Jupyter Notebook Ease of use 4.5 Customer Service 4.2 ## Pros and Cons in Reviews CM Christhian M Data ScientistFinancial Services, 201 - 500 employeesUsed the software for: More than 2 years. “I use Jupyter as a Data Scientist and it is the top tools to do exploration and deployment development when it comes to IA/ML project.“ October 19, 2024 VV Vikas V Data AnalystReal Estate, 51 - 200 employeesUsed the software for: 1-2 years. “It may not provide extensive tools for debugging complex code.“ June 14, 2023 Vinod K DirectorInformation Technology and Services, 2 - 10 employeesUsed the software for: More than 2 years. “The ability to seamlessly combine code, visualizations, and explanatory text in a single document is a game-changer for my data analysis and exploration tasks.“ June 28, 2023 KA Kiley A Graduate Research AssistantResearch, 51 - 200 employeesUsed the software for: 6-12 months. “Syncing and loading can sometimes be very slow and sticky.“ August 31, 2023 Joseph M Senior DeveloperComputer Software, 501 - 1,000 employeesUsed the software for: More than 2 years. “It is a highly potent tool for data analysis, machine learning, and even teaching due to its support for several languages and libraries, graphical user interface, and thorough documentation. Since you can share your notebooks with others and work on projects together in real time, it's also fantastic for collaboration.“ May 14, 2023 GT Gregor T Senior Operations ExecutiveInformation Technology and Services, 1,001 - 5,000 employeesUsed the software for: Less than 6 months. “I also find the blank commands that appear in my scripts quite frustrating, especially when they remain there from running the script the week before.“ June 11, 2022 Vinod K DirectorInformation Technology and Services, 2 - 10 employeesUsed the software for: More than 2 years. “The product's intuitive interface and clear documentation have made it relatively easy for me to get started and navigate through the features. When it comes to integrating with my existing business processes, I found that Jupyter Notebook seamlessly fits into my workflow.“ June 28, 2023 EF Eleanor F Laboratory TechnicianMedical Devices, 51 - 200 employeesUsed the software for: 1-2 years. “The GUI is a little unintuitive and the autosave feature was a little confusing when I was first using the Jupyter Notebook.“ October 10, 2022 ## Showing most helpful reviews Showing 1-25 of 78 Reviews Sort by: Most Helpful Rating Company Size Reviewer's Role Length of Use Frequency of Use Samuel I. Founder and CEO Internet Used the software for: 2+ years ### "Free and Intuitive Analysis Tool" June 14, 2024 5.0 As you get familiar with the software you enjoy using it more. It Free and open source. The outputs can be easily embedded on web pages and multiple formats. Used it to easily create interractive visuals that can be opened on the browser and embedded into Single Page Apps (SPAs). Pros Ease of Setup. No limit in Analysis. Large community. Tons of Libraries. Integration with Jupyter Cloud. Supports Python, Julia and R. Cons You must be able to write either Python, Julia or R to use the IDE efficiently. Might take time before you get familiar with the setting up the program. Always suitable to run it via the command line interface rather than the Jupyter GUI. To continue working the next day you might need to run all the cells before running code on a new cell, which might consume PC Ram depending on System Specification. Alternatives considered [Amazon SageMaker](https://www.capterra.com/p/234216/Amazon-SageMaker/)[Google Cloud BigQuery](https://www.capterra.com/p/268689/Google-Cloud-BigQuery/)[Google Sheets](https://www.capterra.com/p/169718/Google-Sheets/)[Microsoft Excel](https://www.capterra.com/p/176574/Excel/) Reason for choosing The Jupyter Notebook Free to use. Large community. Interesting to use. Use favourite language. Available for basic analysis and machine learning. Review Source TM Terry M. Senior Analyst Mining & Metals Used the software for: 2+ years ### "stay with jupyter notebook classic" May 12, 2025 5.0 Pros best python IDE, the ability to move code around as a block and run line by line makes scripting extremely convenient Cons jupyter notebook 7 is the worst update ever, it completely change the keyboard shortcut and makes the usage counter-intuitive Switched from [Spyder](https://www.capterra.com/p/235569/Spyder/) the ability to move code as a block makes scripting easier Review Source VR Verified Reviewer Master Student Education Management Used the software for: 6-12 months ### "Use VS Code instead of Jupyter " November 10, 2022 4.0 overall, I enjoyed coding using this software. But in the end, I switched to Visual Studio Code software. Pros The truly good feature that positively impacts the experience of using Jupyter is it has what I call the "Cell System". That is, you can write your code in separate cells. so if you wanted to edit something in the code and check the results of your modification, you only have to run that specific cell without the need of running the whole program. This is truly amazing. There are a lot of documentations about this software. Cons The standard visual modes are limited. You are trapped with the same layout, color, and font. There is no Dark mode, which I think is essential for developers. Review Source Vinod K. Director Information Technology and Services Used the software for: 2+ years ### "Enhancing Data Analysis and Exploration: The Jupyter Notebook Review" June 28, 2023 5.0 My overall experience with The Jupyter Notebook has been highly positive. It has revolutionized the way I approach data analysis and exploration. The interactive and versatile nature of the notebook allows me to seamlessly combine code, visualizations, and explanations in a single document. The real-time execution of code cells and the ease of editing and iterating on code blocks have greatly enhanced my productivity. The integration with data visualization libraries and scientific tools has expanded my analytical capabilities. While there are a few minor drawbacks, such as the absence of a built-in version control system and some challenges with dependency management, the overall benefits and flexibility of The Jupyter Notebook have exceeded my expectations. It has become an indispensable tool in my data analysis workflow, empowering me to gain valuable insights from my data efficiently. Pros I liked most about The Jupyter Notebook is its interactive and versatile nature. The ability to seamlessly combine code, visualizations, and explanatory text in a single document is a game-changer for my data analysis and exploration tasks. I found the real-time execution of code cells and the ease of editing and iterating on code blocks to be highly impactful features. The support for various programming languages, including Python, R, and Julia, makes it adaptable to my diverse needs.The integration with data visualization libraries like Matplotlib and Seaborn has significantly enhanced my ability to create insightful and visually appealing plots. Moreover, the seamless integration with popular scientific libraries such as NumPy and Pandas has made data analysis a breeze. The product's intuitive interface and clear documentation have made it relatively easy for me to get started and navigate through the features.When it comes to integrating with my existing business processes, I found that Jupyter Notebook seamlessly fits into my workflow. Its compatibility with other tools and frameworks, along with the ability to export notebooks to different formats, has made collaboration and sharing of findings straightforward. Overall, The Jupyter Notebook has become an indispensable tool for my data analysis and reporting, empowering me to extract meaningful insights from my data efficiently. Cons I appreciate the overall functionality of The Jupyter Notebook, there are a few aspects that I found less preferable. One of the challenges I encountered is the lack of a built-in version control system, which can make it difficult to track changes and collaborate effectively, especially when working in a team. Additionally, managing dependencies and package installations within Jupyter Notebook can sometimes be cumbersome, requiring manual configuration and troubleshooting. While the interface is generally user-friendly, it can become cluttered and overwhelming when dealing with large and complex notebooks. Despite these minor drawbacks, the overall benefits and flexibility of The Jupyter Notebook outweigh these concerns, making it a valuable tool for data analysis and exploration. Alternatives considered [Visual Studio Code](https://www.capterra.com/p/186634/Visual-Studio-Code/) Reason for choosing The Jupyter Notebook The Jupyter Notebook's ability to combine code, visualizations, and explanations in a single document makes it a preferred choice for tasks like data exploration and scientific computing. Additionally, Jupyter Notebook's integration with data visualization libraries, scientific libraries, and support for multiple programming languages can provide a more tailored experience for data analysis. The notebook-based workflow and its suitability for educational and collaborative environments could also influence the choice of The Jupyter Notebook. Review Source VR Verified Reviewer Data Analytics Manager Logistics and Supply Chain Used the software for: 2+ years ### "Great IDE for reproducible data analyses" April 14, 2022 4.0 Overall, Jupyter Notebooks allow us to draft reproducible data analyses and also share both code and results within our team. This gives us a better way of collaborating on analytics and data science. Pros I like how we can interweave text descriptions, code, and outputs in one single document. Cons Coding with best practices is quite challenging with the notebook interface. Though this is greatly resolved by the newer JupyterLab. Alternatives considered [Visual Studio Code](https://www.capterra.com/p/186634/Visual-Studio-Code/) Reason for choosing The Jupyter Notebook It's open source and can be installed in all of our teammates' machines. Switched from [PyCharm](https://www.capterra.com/p/186625/PyCharm/)[Spyder](https://www.capterra.com/p/235569/Spyder/) The notebook interface is much better for data analyses. Review Source Artyom A. Risk Business Analayst Information Technology and Services Used the software for: 1-2 years ### "The best web based computing platform for me" July 8, 2022 5.0 Mostly, I used it for data analysis purpose and I must confess that I was impressed how good it is compared to Excel. Pros It is very easy to use. It's really fast and it's comfortable to create visualizations inside the platform. If you work in analytics team, it is best environment to do your analysis. Cons The Jupyter Notebook is not the best option for software engineering. For example, if you need to change a variable name, you should change in every block of code manually. Switched from [PyCharm](https://www.capterra.com/p/186625/PyCharm/)[Wing Python IDE](https://www.capterra.com/p/182470/Wing-Python-IDE/) It's much easier to use The Jupyter Notebook for analysis. Review Source KA Kiley A. Graduate Research Assistant Research Used the software for: 6-12 months ### "The Jupyter Notebook: Streamlined Programming & UNIX Use" August 31, 2023 4.0 I use Jupyter Notebook for writing and executing programming scripts almost daily. The ability to connect to the servers where my data resides whilst also editing my scripts has made my work much easier than using alternative software for this work. Pros Jupyter Notebook makes all of the resources that one might need during coding easily accessible, and presents them/your scripts in a simple, easy to digest format. Cons Syncing and loading can sometimes be very slow and sticky. Switched from [Spyder](https://www.capterra.com/p/235569/Spyder/) I wanted the ability to connect to online servers while I write and execute scripts. Review Source ARK Abeer Rehan K. Student Computer Software Used the software for: 6-12 months ### "Easy development and testing" September 23, 2022 5.0 Well, when you require complex calculation and plotting or working with Machine learning, Jupyter Notebook is the perfect tool to use even on the go Pros Easy to use Testing made easy Complex calculations does quite well Plotting on the GUI is responsive Cons Requires good hardware to work Google Colabs is similar and is more responsive than Jupyter Support only for Python Reason for choosing The Jupyter Notebook Same as above Switched from [Anaconda](https://www.capterra.com/p/191760/Anaconda/) It provided an easier method to test ny programs Review Source VR Verified Reviewer Analytic Scientist Computer Software Used the software for: 2+ years ### "convenient interactive computing platform" December 27, 2024 5.0 I am very satisfied with the Jupyter Notebook. I used Python very often and the Jupyter Notebook displays everything from my codes to all the outputs on the one-page web browser. Everything is very well laid out and displayed. I can also run my codes on the Jupyter Notebook using port forwarding. Pros The Jupyter Notebook beats IPython in many ways as an interactive Python tool. Cons It may take some time to launch, especially with a not too fast computer. Review Source CM Christhian M. Data Scientist Financial Services Used the software for: 2+ years ### "Review of Jupyter" October 19, 2024 5.0 Pros I use Jupyter as a Data Scientist and it is the top tools to do exploration and deployment development when it comes to IA/ML project. JupyterLab is my favorite. Cons Jupyter doesn't give you an oversight on what is happening on the machine such as how many variables is created, how many spaces they each take on the RAM and how many CPU is used. Review Source AP Anastasios P. Data Science Manager Higher Education Used the software for: 2+ years ### "Great platform to blend code, text and analysis" September 3, 2024 5.0 Pros Great platform to blend code, markdown (text), data analysis and visualizations Cons Some limitations on version control and collaboration features. Review Source VR Verified Reviewer Application Developer Banking Used the software for: 2+ years ### "The Jupyter Notebooks is the best to code in python" October 3, 2022 5.0 Overall, Jupyter Notebooks is the best editor for a python developer. Pros The line by line error fixing is the cool thing in jupyter notebooks and importing modules. Cons I don't have any that I like least about the software but Jupyter notebooks can add multiple programming languages support . Review Source VR Verified Reviewer Senior software engineer Information Technology and Services Used the software for: 1-2 years ### "Review on Jupyter Notebook" November 14, 2022 5.0 Pros The GUI is good and it works similar to Google colab and it is very much offline. Cons I prefer dark mode of the jupyter notebook. Review Source VR Verified Reviewer Social Worker Civic & Social Organization Used the software for: Less than 6 months ### "jp notebook review" September 9, 2022 5.0 I think the app is very good for those who are new to software development in general. Pros Application software development is a quality that will make you love this job for beginners. Cons There hasn't been anything I didn't like about the app so far. Review Source VR Verified Reviewer Software Engineering Computer Software Used the software for: 2+ years ### "Jupyter Notebook" January 16, 2023 5.0 Pros I am using Jupyter notebook often when I want to learn or test a new library in python. Indeed, it facilitates debugging and tracking since it displays the result of one line or a block of lines. Cons I have no problem with Jupyter Notebook but I use it mostly when I want to discover a new python library. When I master it, I switch to visual studio to start creating my APIs. Review Source KA Khush A. Research Associate Research Used the software for: 2+ years ### "Best code testing tool" June 24, 2022 5.0 Excellent. Pros Jupyter notebook has made my coding life extremely easy. Allowing code to stay in memory saves a lot of time. Cons Jupyter notebook is heavy and can sometimes cause CPU issues. Review Source DR Denisse R. Graduate Student Research Used the software for: 6-12 months ### "The Jupyter Notebooks is an easy tool for programming" December 7, 2022 5.0 I have been learning a lot and enjoying the process. I don't feel overwhelmed with the commands and my system has supported pretty well the heavy codes using external data Pros It is super friendly and takes away all the panic related to learning programming languages. The errors are pretty understandable and the actions easy to adapt and change Cons Sometimes it is easy to confuse comands but nothing that the learning curve doesn't change Review Source CS Cruz S. Master student Higher Education Used the software for: 1-2 years ### "Codes in order." January 9, 2023 5.0 Super easy to mantain your work and advances in a organized way, improving your productivity. Pros Jupyter notebook is a great improvement to your coding skills. Easy to set up and very intuitive to use the features avalible. Cons Is limitated to certain code languajes, not all of them. Review Source MN Mariana N. Neurobiology student Higher Education Used the software for: 2+ years ### "Keep organized." November 30, 2022 5.0 I am disorganized, so this new experience was a new way to do things. A better way. Pros You can have a better organization of your work, to be more focus and complete your tasks without a problem. Cons It was difficult for me at the beginning, but it was worth it the effort. Review Source VV Veronica V. PhD student Higher Education Used the software for: 1-2 years ### "Improve your notes with Jupyther!" April 30, 2022 5.0 You can integrate different codes, from python and R, making easy to document the progress in the development of new software. Pros You can put all your formulas and codes the easiest way, from python to R, which is a great way to imrpove your work. Cons Need to improve some features, to compite with other softwares. Review Source HA Hakob A. Applications Engineer Electrical/Electronic Manufacturing Used the software for: Less than 6 months ### "A must-have for data scientists and ML Engineers" November 3, 2022 5.0 I started using Jupyter Notebooks while was learning to program on Python as a Data Scientist. I was pretty happy for its functionality and ease of use. Considering the fact that writing long codes are exhausting for me, The Jupyter Notebook surely helps me to make it more modular and easier to read. Pros The biggest advantage of the Jupyter Notebook is its simplicity. You just run it and start coding. It has all the necessary functions for Data Science and Machine Learning tasks. Cons One uncomfortable thing for me is it doesn't have live recommendations. You must press Tab to get the list of possible functions. Maybe I am not able to find it, but it would be great to have this option as well. Review Source DD Dandre D. BI Developer Law Practice Used the software for: 6-12 months ### "Python and R made Easy" March 7, 2022 5.0 I have had a great experience with this tool. Running code natively (Python) is very difficult for beginners, Jupyter notebooks solves that issue. Pros What i liked most is that Jupyter notebook allows you to go step by step trough your code. This allows me the user to effectively find and solve issues and errors and add markdown where required Cons I belive some grouping on cells would help a lot. It is quite tedious to only have the option to click one cell by cell or everything. a Grouping would help to execute everything that you are happy with or if you want to see how the code runs in one run Review Source JBJ Jakob Bergset J. Student Higher Education Used the software for: 1-2 years ### "Jupyter notebook " January 10, 2022 4.0 Pros Jupyter notebook is very intuitive and easy to use. As a student learning programming for the first time, Jupyter has been very helpful and a good introductory tool. Cons The front page, where you can see all the files you have, can be a bit messy. I would have liked to have some color coding or other way to sort them differently. Review Source RB Riyaz B. System administrator Information Technology and Services Used the software for: Less than 6 months ### "A best Notebook to start to learn python " November 14, 2021 5.0 Jupyter Notebook is a basic and most efficient way of learning python language and can use for EDA,WEB Scrapping. Pros Shift+enter will execute the code in next line that is probably the best feature that helps while lerning python language Cons The UI is very basic and few a times the kernal stops responding and have to interrupt and restart kernal Review Source CS Caroline S. Demand Analyst Hospitality Used the software for: Less than 6 months ### "Very Good" March 1, 2022 4.0 I like some functionalities of development in Jupyter like the way of execute the code in blocks, but I feel this software is to those who are more advanced in coding, because it doesn't have tools or things to help the iniciants. Pros The separation of the code into blocks makes easier to see your project by steps or specific functions while you develop. Cons The integrated tools could have more options, like extensions with tips of the programming languages, like structures of some function, or how to create some syntaxe. I really miss these tools. Review Source Similar Products Featured