--- 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: '2026-08-07' 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** of JMP, allowing for simple data exploration and visualization without complicated coding. (10 reviews) - Users love the **easy and interactive data visualization** in JMP, making pattern recognition and analysis simple and efficient. (9 reviews) - Users appreciate the **ease of statistical analysis** in JMP, enabling seamless data exploration and trend visualization. (5 reviews) - Users praise JMP for its **easy data visualization** , allowing intuitive exploration and clear presentation of trends. (5 reviews) - Users appreciate the **intuitive and interactive interface** of JMP, enhancing data analysis and visualization experiences seamlessly. (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 **expensive** , making it challenging for smaller users to justify its cost compared to alternatives. (6 reviews) - Users note a significant **learning curve** with JMP, making it challenging for beginners to navigate effectively. (4 reviews) - Users feel a **limited flexibility** in JMP, especially regarding integration and available models for analysis. (4 reviews) - Users find the **learning difficulty** significant due to an overwhelming interface and a steep learning curve for advanced features. (3 reviews) - Users find **limitations in storage** and model availability in JMP, hindering their multivariate analysis efforts. (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. JMP for Statistical Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** January 17, 2017 **What do you like best about JMP?** Intuitive, easy to use. Great for individuals with limited statistical knowledge and coding skills. Great for data visualizations. **What do you dislike about JMP?** The cost of renewing the software. Also, there are few tutorials to attend in order to learn to use the advance coding function. **Recommendations to others considering JMP:** More workshops and tutorials for individuals to learn how to use the coding functionality of the product. **What problems is JMP solving and how is that benefiting you?** Research institute trying to address life science and clinical questions. ### 2. SUPERIOR Data exploration tool **Rating:** 5.0/5.0 stars **Reviewed by:** Bruce J. | Principal and Co-Founder, Paper & Forest Products, Small-Business (50 or fewer emp.) **Reviewed Date:** April 11, 2017 **What do you like best about JMP?** The open process to explore data and develop insights. **What do you dislike about JMP?** Annua license program not suited to individual consulatants. **What problems is JMP solving and how is that benefiting you?** Developing correlations and testing ideas. ### 3. Efficient **Rating:** 5.0/5.0 stars **Reviewed by:** Madalyn L. | Grant Research Associate, Environmental Services, Small-Business (50 or fewer emp.) **Reviewed Date:** December 02, 2016 **What do you like best about JMP?** JMP is so much easier to use than SAS. No coding required, data input and analysis are straightforward. **What do you dislike about JMP?** Honestly, I love everything about the ease of this product. **What problems is JMP solving and how is that benefiting you?** Experimental design and comparisons for agronomic crop field trial data. No coding like SAS- massive benefit. ### 4. JMP Review **Rating:** 3.5/5.0 stars **Reviewed by:** Derek B. | Graduate Admissions Assistant, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2016 **What do you like best about JMP?** I think that JMP is another great software. While my organization does not use the software everyday or very often, when the software is in use it really makes our lives easier. The program is very efficient and allows for a great deal of organization to be in place. **What do you dislike about JMP?** I do not like how the software is designed. The program is a bit tricky to get to learn how to use it but when you do begin to learn and understand the software, it becomes more simple. The usage of the software is not done everyday by myself or my colleagues but when we do the it, there are improvements in our overall productivity. **Recommendations to others considering JMP:** JMP is a great software because it allows for each user to create and grow their own programming. The software is nice because each time you use it, the software begins to pick up your preferences and also can give the user more opportunity for growth within the software and each of the programming details available **What problems is JMP solving and how is that benefiting you?** N/A.. I do not use the software often but the software does allow for a great deal of organization and certainly does help companies that are using data analytics and other forms of information storage. ### 5. JMP is excellent for design of experiments **Rating:** 3.0/5.0 stars **Reviewed by:** Niharika G. | Change Management Theme Coordinator, Enterprise (> 1000 emp.) **Reviewed Date:** January 17, 2017 **What do you like best about JMP?** JMP is excellent for creating DOEs/design of experiments and to analyze DOE data **What do you dislike about JMP?** JMP has to broaden its horizons in terms of analyzing experimental datasets **What problems is JMP solving and how is that benefiting you?** Using JMP to analyze data on a field experiment we collected data on ### 6. JMP is a good basic statistics program **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** October 18, 2016 **What do you like best about JMP?** I like that it is possible to use JMP without learning a programming language. It makes it easy for people that don't have a strong statistical background to perform basic statistical functions. **What do you dislike about JMP?** I don't like the fact that it is difficult to program. It would be nice to have the option to program (maybe using SAS) for those users who understand programming languages. **Recommendations to others considering JMP:** JMP is a great beginning statistics program. The graphs are difficult to edit, so I do not recommend using it for graphing. **What problems is JMP solving and how is that benefiting you?** I use JMP for statistical analyses, primarily for running regressions. I find it difficult to run more complicated analyses in JMP. ### 7. Good modeling capabilities, bad user interface! **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2016 **What do you like best about JMP?** JMP has a broad range of graphs and analyzes that is can run with your data. The outputs are professional looking and if you are in need of unusual charts, JMP is a good place to go. **What do you dislike about JMP?** Entering data is not the most user friendly process and many things are not intuitive, especially when you get into more complex models. **Recommendations to others considering JMP:** Less expensive than other modeling packages, so if you can get over the user face issues, than JMP is a good choice! **What problems is JMP solving and how is that benefiting you?** Hoping to do multivariate statistical modeling. We ended up moving to use SIMCA, but JMP is still a good option for many people. ### 8. Friendly interface, good results **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** August 03, 2016 **What do you like best about JMP?** User-friendly interface with intuitive buttons and menus. **What do you dislike about JMP?** You cannot save the graphs you plot and edit them later, I always have to re-plot them. Also, I would like more options for personalizing graphs. **Recommendations to others considering JMP:** I use JMP for basic statistics, and the graphs are very simple as well. It is a great tool to get a quick analysis done, specially if you are not familiar with SAS programming. **What problems is JMP solving and how is that benefiting you?** I realized that by using JMP I cut down the time I need to create simple reports and basic statistics. ### 9. Great product, need some optimization **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** August 03, 2016 **What do you like best about JMP?** Do comprehensive data analysis, failure, data mining **What do you dislike about JMP?** Take up too much ram resource, could be optimized some, i need 16gb of ram to run it **What problems is JMP solving and how is that benefiting you?** Day to day data mining ### 10. A cheaper alternative to SAS **Rating:** 4.0/5.0 stars **Reviewed by:** Nanthekumar T. | Regional Head of Lifecycle Marketing, Real Estate, Mid-Market (51-1000 emp.) **Reviewed Date:** July 23, 2015 **What do you like best about JMP?** I like JMP because it can execute many functions that are also available in SAS Enterprise Guide with a substantial lower price tag. My clients loved it and I'm sure you will. **What do you dislike about JMP?** Actually, there is nothing that I don't like about this, simply because it was definitely much user friendly and intuitive compared to SAS Enterprise Guide **Recommendations to others considering JMP:** Quite straightforward to use. Enjoy data mining. **What problems is JMP solving and how is that benefiting you?** I was helping my client to do segmentation, clustering and predictive modeling to find out and predict which are my highly valuable customers that will opt in to receive email/content notifications from my client. ### 11. Excellent Software!! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Enterprise (> 1000 emp.) **Reviewed Date:** December 29, 2015 **What do you like best about JMP?** JMP has an ease of use feature that I really appreciate! The details from the analysis is exceptional! The plots/graphs are crisp, clean and clear! **What do you dislike about JMP?** There is nothing I dislike about the software. **What problems is JMP solving and how is that benefiting you?** Its helps with StatisticalAnalysis ### 12. JMP: The Most Powerful Statistical Analysis Tool on the Market **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 31, 2015 **What do you like best about JMP?** JMP's ability to process huge sets of data very quickly and efficiently with robust statistical tools is unparalleled. **What do you dislike about JMP?** The learning curve can be somewhat difficult for someone without a strong statistical background, but it can be learned. The online help resources are very useful. **Recommendations to others considering JMP:** If the user base has a strong statistical background, then JMP is a perfect tool for you. **What problems is JMP solving and how is that benefiting you?** As a major research institution, JMP is essential to our day-to-day process, and we have used it for numerous publications, posters, and other such scientific presentations. ### 13. Great statistical graphics and algorithms **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** September 17, 2015 **What do you like best about JMP?** This product integrates well with SAS The range of statistical methodologies is amazing for the price **What do you dislike about JMP?** This product does not integrate well with R **Recommendations to others considering JMP:** If you are not ready to dive into SAS or R, JMP is a great alternative for non-programmers **What problems is JMP solving and how is that benefiting you?** Outlier analysis Savings of head count ## 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?page=5&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-15+10%3A10%3A45+-0500&secure%5Bsession_id%5D=875f2c2e-4c61-46dc-9fe1-273157695838&secure%5Btoken%5D=61fff550324eccae9877c1a09a3eb622723c01e5358e16bd8ad4b134ab87d388&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 - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Administration** - Quality Control - Data Sampling - Collaboration - Multiple Data Sources - Real-Time Data - Statistical Process Control **Reports** - Reports Interface - Share Reports - Steps to Answer **Generative AI** - Generative AI **Statistical Tool** - Scripting - Data Mining - Algorithms **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis - Multivariate Analysis - What-if Analysis - Statistical Analysis - Bayesian Analysis - Trend Analysis - Regression Analysis **Visualization** - Graphs and Charts - Dashboards - Formats - Mobile Dashboards - Public Dashboards - Private Dashboards **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Methodology** - ANOVA Support - Regression - Time Series Analysis **Data Updates** - Historical Snapshots - Real-Time Updating **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Collaboration** - Sharing **Generative AI** - Generative AI **Additional Functionality** - Compliance Tracking - Real-Time Reporting - Statistical Simulation - Forecasting - Neural Network Modeling - Visual Analytics - Access Controls/Permissions - Data Connectors - Customizable Reports - Drag & Drop - Self Service Data Preparation - Performance Metrics - Data Transformation - Activity Dashboard - Data Extraction - Reporting/Analytics - Predictive Analytics - API - AI Copilot - Association Discovery - Ad hoc Reporting - Reporting & Statistics - Third-Party Integrations - Customization - Search/Filter - Monitoring - Data Clustering - Data Import/Export - SSL Security - File Storage - Decision Tree - Multiple Scoring Models **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Generative AI** - Generative AI **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Advanced Analytics** - Predictive Analytics - Data Visualization - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Data Updates** - Historical Snapshots - Scheduled/Automated Reports - Customizable Reports - Predictive Analytics - Data Management - Real-Time Data **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query **Additional Functionality** - KPI Monitoring - Secure Data Storage - Multiple Data Sources - Data Visualization - Single Sign On - Natural Language Search - Search/Filter - Alerts/Notifications - AI Copilot - Real-Time Notifications - Collaboration Tools - Widgets - Performance Metrics - Ad hoc Reporting - Activity Tracking - Reporting/Analytics - Customizable Branding - Data Aggregation - Dashboard Creation - Data Connectors - Customizable Templates - Data Synchronization - API - Forecasting - Interactive Elements - Single Page View - Data Import/Export - Drag & Drop - Access Controls/Permissions - Trend Analysis - Workflow Management - Third-Party Integrations - Functions/Calculations - Historical Reporting - Data Capture and Transfer - Visual Discovery - Real-Time Updates - Real-Time Reporting - Data Mapping - Relational Display - Visual Analytics - OLAP - Ad hoc Query - Reporting & Statistics ## Top JMP Alternatives - 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