--- title: JMP Reviews meta_title: 'JMP Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 213 reviews by the users' company size, role or industry to find out how JMP works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 213 scale: '5' date_modified: '2026-07-13' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # JMP Reviews **Vendor:** JMP Statistical Discovery **Category:** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis) **Average Rating:** 4.5/5.0 **Total Reviews:** 213 ## About JMP JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect. To see a full list of data connectors please visit https://www.jmp.com/en/software/analytic-workflow/data-connectors ## JMP Pros & Cons **What users like:** - Users appreciate the **ease of use** in JMP, benefiting from its intuitive design and helpful features. (10 reviews) - Users value the **interactive data visualization** capabilities of JMP, enhancing decision-making and simplifying complex analyses. (9 reviews) - Users love JMP for its **user-friendly statistical tools** , making complex analyses accessible and efficient for everyone. (5 reviews) - Users appreciate the **dynamic data visualization features** of JMP, praising its user-friendly interface and high-quality outputs. (5 reviews) - Users find JMP's **user-friendly interface** and dynamic visualization features enhance their data analysis efficiency. (4 reviews) - Visual Design (4 reviews) - Users value the **powerful analysis capabilities** of JMP, leveraging visual tools for insightful data-driven decisions. (3 reviews) - Analytics (3 reviews) - Data Analysis (3 reviews) - Ease of Learning (3 reviews) **What users dislike:** - Users find JMP to be **expensive** , creating barriers for individuals and smaller organizations to access its features. (6 reviews) - Users find the **steep learning curve** of JMP challenging, especially for those unfamiliar with statistics analysis. (4 reviews) - Users find **limited flexibility** in JMP, particularly with integration and customization for larger data analytics needs. (4 reviews) - Users find a **steep learning curve** with JMP, making it challenging for beginners to fully utilize its features. (3 reviews) - Users find **limitations in storage** with JMP due to the lack of models and integration challenges. (2 reviews) - Limited Customization (2 reviews) - Limited Features (2 reviews) - Users find the **limited options** for statistical models and tools in JMP to be frustrating and insufficient for their needs. (2 reviews) - Slow Performance (2 reviews) - Beginner Difficulty (1 reviews) ## JMP Reviews ### 1. Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey **Rating:** 4.5/5.0 stars **Reviewed by:** Ganesh W. | Senior Associate, Enterprise (> 1000 emp.) **Reviewed Date:** October 25, 2025 **What do you like best about JMP?** JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, perform statistical tests, and create plots without needing to write code. The Design of Experiments (DOE) and predictive modeling tools are extremely powerful for uncovering patterns and driving insights. The visual analytics capabilities make it ideal for both beginners and advanced analysts. **What do you dislike about JMP?** While JMP is very powerful, it can be resource-intensive when handling very large datasets. Some advanced features have a learning curve, especially for users who are more familiar with coding-based tools like Python or R. Also, the pricing might be a bit high for smaller organizations or individual users. **What problems is JMP solving and how is that benefiting you?** JMP solves the challenge of analyzing process variation, improving product quality, and optimizing manufacturing parameters. Its Design of Experiments (DOE) and statistical analysis tools make it easier to identify key factors affecting performance and drive continuous improvement. **Official Response from Maria Jose Paredes:** > Ganesh, thank you for sharing your feedback. We’re glad to hear you value JMP’s intuitive visual analytics and powerful DOE and modeling capabilities. Your comments are appreciated, we’re continuously working to enhance efficiency and deliver greater value to our users. ### 2. JMP Software: Good Tool, Few Downsides **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Enterprise (> 1000 emp.) **Reviewed Date:** June 03, 2025 **What do you like best about JMP?** What I like most about JMP is its easy-to-use design that makes working with data simple. It shows charts and graphs that help find trends fast. You can drag and drop data easily. Many tools are already included, so no need to code much. It helps understand data better with real-time changes and clear visuals. **What do you dislike about JMP?** JMP costs a lot, which can be tough for small users. It takes time to learn and some tools are not easy to use without help. When handling big data, it run slowly.It not support all file types, which can limit usage. **What problems is JMP solving and how is that benefiting you?** JMP makes hard data easy to understand by using clear graphs and charts. It helps find patterns, errors, and trends quickly. This saves time, helps make better choices and makes data tasks easier for both new users and experienced people. **Official Response from Maria Jose Paredes:** > Thank you very much for sharing your thoughtful feedback about JMP. We also appreciate your honest comments as we will use this information to make improvements to future versions of JMP. Thank you for being part of the JMP community. ### 3. A versatile and user-friendly tool for statistical analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Armin S. | Data and business analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 22, 2025 **What do you like best about JMP?** JMP offers a wide variety of statistical tools that are surprisingly easy to use whether you're a beginner or a seasoned data analyst. One thing that really stands out to me is how it simplifies otherwise complicated analysis tasks. For example, its interactive visuals and intuitive design make diving into data way less intimidating. Plus, being able to customize scripts and automate workflows has saved me so much time,it’s been a real productivity booster!! **What do you dislike about JMP?** As much as I appreciate jmp the cost can be a major hurdle, especially for smaller teams or solo users. On top of that, some of the advanced features, while powerful, take a lot of time and effort to fully master. It’s not the most beginner-frindly in that regard, and there’s definitely a bit of a learning curve if you want to tap into everything it can do. **What problems is JMP solving and how is that benefiting you?** JMP has been a game-changer for tackling complex data analysis problems especially when it comes to spotting trends and patterns in massive datasets. One of the things I’ve found most valuable is how it helps me present data insights in a clear, visual way that’s easy for stakeholders to understand. This not only speeds up my workflows but also boosts the accuracy of the results I rely on for better decision-making in my projects. **Official Response from Alison Langford:** > Thank you for sharing your feedback. We're thrilled to hear that you find JMP effective for data analysis and visualization to save time and make better decisions! Effective and efficient use of data is at the core of what we strive to achieve. We appreciate your suggestion regarding improving user-friendliness. We are constantly working on enhancing our user interface and navigation to ensure that finding the right options is more seamless and efficient for our users. Be sure to keep the JMP community in mind, where other JMP users ask and answer questions regarding issues they're facing. (community.jmp.com) If you have any further suggestions or feedback, please feel free to reach out through the JMP Wishlist! (jmp.com/wishlist) ### 4. Design your Experiments using JMP **Rating:** 5.0/5.0 stars **Reviewed by:** SALAIMANIMAGUDAM M. | PhD , Civil Engineering, Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2025 **What do you like best about JMP?** A custom DOE (design of experiment) with a prediction profiler is a beneficial option in JMP for researchers. **What do you dislike about JMP?** I am really happy with all the options available in JMP. One thing I would be happy to export the plot or graphs as an image in a different format rather than taking screenshots. **What problems is JMP solving and how is that benefiting you?** I used the JMP for design of experiments to optimize the printing parameters for my concrete 3D printer as part of doctoral research. **Official Response from Amy Bullock:** > Thank you for your feedback! We understand the need for exporting plots or graphs in different formats and will pass this suggestion along to our development team. ### 5. R1 **Rating:** 4.0/5.0 stars **Reviewed by:** Afan H. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** September 12, 2025 **What do you like best about JMP?** JMP best thing is its interactive data visualization it is used to quickly explore patterns and communicate insights effectively without heavy coding. **What do you dislike about JMP?** Flexibility and open source like python and more over its cost for organization. **What problems is JMP solving and how is that benefiting you?** It is used to solve problem fast , visual data analysis, helping me find insights faster and share them more clearly. **Official Response from Maria Jose Paredes:** > Hi Afan, Thank you so much for taking the time to share your experience with JMP. We're really glad to hear that you find the interactive data visualization helpful. We also appreciate your honest feedback about flexibility and cost, these are important considerations for us as we continue to improve. Thank you for being part of the JMP community. ### 6. Amazing tool for statistical analysis with outstanding data modelling features **Rating:** 5.0/5.0 stars **Reviewed by:** Shah Rukh K. | Independent Investor - Pakistan Stock Exchange (PSX), Mid-Market (51-1000 emp.) **Reviewed Date:** February 07, 2025 **What do you like best about JMP?** JMP is easy-to-implement software when it comes to visualize the data. I can create Charts and Graphs which are interactive, easy to identify loopholes in data and make decisions. It simplifies the overcomplicated resources and can be integrated with other tools as well. The features enable me to use JMP frequently and The customer support has been helpful when I needed assistance. **What do you dislike about JMP?** JMP is a bit tricky while integrating with other tools or software, sometimes make you feel limited. **What problems is JMP solving and how is that benefiting you?** Excessive data can be sometimes overwhelming when needed to be analyzed. Here comes the role of JMP as it provides tools that make it easy to use, visualize and analyze complex datasets. for me, it's beneficial as it allows me to understand data quickly, identify trends, and perform analyses, creating a clear picture of what I want from it. This saves my time and help me make decision with conviction. **Official Response from Alison Langford:** > Thank you for sharing your feedback. We're thrilled to hear that you find JMP effective for data analysis and visualization to save time and make better decisions! Effective and efficient use of data is at the core of what we strive to achieve. If you have any suggestions on tools you need your data to interact with, please feel free to add it to the JMP Wishlist! (jmp.com/wishlist) ### 7. Review of Statistical Researcher and statistical Scholar on JMP software **Rating:** 4.0/5.0 stars **Reviewed by:** Abdul Majid M. | Statistician researcher, Small-Business (50 or fewer emp.) **Reviewed Date:** January 31, 2025 **What do you like best about JMP?** It is very easy to use. when I started for the first time, I used it without any Guidance and video tutorial. really 3D graph making process was very easy . I upload 1 millon and 3 lakh obseervation but import speed was good . **What do you dislike about JMP?** Many multivariante garch model was absent , I need multivariante Analsysis but there a limited Model and Time series models are absent **What problems is JMP solving and how is that benefiting you?** JMP need to add Multivarinate garch model and Time series. **Official Response from Alison Langford:** > Thank you for your review, Abdul! We are so glad JMP has helped you with data visualization. Be sure to keep the JMP community (community.jmp.com) and JMP support (jmp.com/support) in mind to see if they can help you create the model you need. If not, please add your suggestions or feedback to the JMP Wishlist! (jmp.com/wishlist) ### 8. Comprehensive Statistics Analysis Tool **Rating:** 4.5/5.0 stars **Reviewed by:** Faraz Hassan R. | Trainee Service Engineer , Small-Business (50 or fewer emp.) **Reviewed Date:** January 28, 2025 **What do you like best about JMP?** If you know about data analysis it is easier to learn and use. You can analyze all kind of data. It can easily handle large dataset. Visualization tools are great you can generate quality charts and plots. **What do you dislike about JMP?** Like if you are not familiar with statistics analysis may find difficult to learn it. It's expensive compare to other statistics analysis tools **What problems is JMP solving and how is that benefiting you?** Wind energy sector is fast growing renewable energy resources. Wind turbine that generate wind energy is monitor through SCADA system. We need to analyze the SACADA data of one year for our research to showcase the performance of wind turbine. **Official Response from Alison Langford:** > Thank you for your review, Faraz! We appreciate your feedback on learning about statistical analysis. We recommend checking out our free online statistics courses at the link below for those who need help getting started. We are so glad JMP has helped you grow our world's renewable energy resources. ### 9. Great Data Analysis Tool **Rating:** 3.5/5.0 stars **Reviewed by:** Sabin Manuela K. | Student Researcher, Small-Business (50 or fewer emp.) **Reviewed Date:** January 19, 2025 **What do you like best about JMP?** This application is incredibly user-friendly and has a variety of tools that can help you in your data analysis and more specifically data visualization. The output is clear and can easily be saved. **What do you dislike about JMP?** I've sometimes had problems when working with larger datasets where we experienced the programme crashing for example. **What problems is JMP solving and how is that benefiting you?** In my research we are analyzing a teleoperated robot and it's movement. For us it is important to analyze and showcase the movement of the robot. **Official Response from Alison Langford:** > Thank you for your review! We are so glad to hear that you're using JMP as part of your analytics journey with robotics. ### 10. JMP, a strong data analysis software **Rating:** 5.0/5.0 stars **Reviewed by:** Sachin S. | Senior Manufacturing Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 13, 2025 **What do you like best about JMP?** JMP is a user-friendly interface, especially in data analysis and visualization, and some of the standout values are: Interactive Data Visualization Comprehensive Statistical Tools Ease of Use Integration with Six Sigma and Quality Control Data Cleaning and Preparation Built-in Documentation and Tutorials **What do you dislike about JMP?** The interface, while functional, feels outdated compared to modern software tools. **What problems is JMP solving and how is that benefiting you?** It had helped in my projects to analyse the electricity usage and convert the data in a predictive mathematical equation. **Official Response from Alison Langford:** > Thanks for your review! We appreciate your feedback on the feel of our software. We are so glad JMP has helped you from data prep to analysis to visualizations. ## JMP Discussions - [Is there a free/trial version of JMP that i can utilize during my facilitation in a training?](https://www.g2.com/discussions/31183-is-there-a-free-trial-version-of-jmp-that-i-can-utilize-during-my-facilitation-in-a-training) - 1 comment, 1 upvote - [How can PhD Student learn uses of JMP pro for research purpose?](https://www.g2.com/discussions/25295-how-can-phd-student-learn-uses-of-jmp-pro-for-research-purpose) - 1 comment, 1 upvote - [What is JMP used for?](https://www.g2.com/discussions/what-is-jmp-used-for) - 1 comment - [Who uses JMP?](https://www.g2.com/discussions/who-uses-jmp) - 3 comments - [Is JMP software validated?](https://www.g2.com/discussions/is-jmp-software-validated) - 1 comment - [View JMP pricing details and edition comparison](https://www.g2.com/products/jmp/reviews/jmp-review-1696868?section=pricing&secure%5Bexpires_at%5D=2026-07-14+15%3A15%3A54+-0500&secure%5Bsession_id%5D=0d24eb38-88dc-49d4-84aa-7e021f45d471&secure%5Btoken%5D=ad2dcd1185cb337269866b93f266899697f1617d4c91504248859867f0bd4043&format=llm_user) ## JMP Integrations - [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) - [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews) - [Firebird](https://www.g2.com/products/firebird/reviews) - [Hive](https://www.g2.com/products/hive/reviews) - [MariaDB](https://www.g2.com/products/mariadb/reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) - [Microsoft Access](https://www.g2.com/products/microsoft-access/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) - [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Python](https://www.g2.com/products/python/reviews) - [SAS/ACCESS® 9.4 Interface to PC Files](https://www.g2.com/products/sas-access-9-4-interface-to-pc-files/reviews) - [SAS Cloud Analytics](https://www.g2.com/products/sas-cloud-analytics/reviews) - [SQLite](https://www.g2.com/products/sqlite/reviews) ## JMP Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Administration** - Quality Control - Data Sampling - Collaboration **Reports** - Reports Interface - Share Reports - Steps to Answer **Statistical Tool** - Scripting - Data Mining - Algorithms **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Visualization** - Graphs and Charts - Dashboards - Formats **Data Analysis** - Analysis - Data Interaction **Methodology** - ANOVA Support - Regression - Time Series Analysis **Data Updates** - Historical Snapshots - Real-Time Updating **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Collaboration** - Sharing **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Advanced Analytics** - Predictive Analytics - Data Visualization **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Performance and Reliability - Breadth of Partner Applications **Data Updates** - Historical Snapshots - Email Reports ## Top JMP Alternatives - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) - 4.2/5.0 (328 reviews) - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) - 4.2/5.0 (893 reviews) - [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) - 4.6/5.0 (220 reviews)