--- 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: '2026-07-17' 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. Reliable and fast statistical platform **Rating:** 5.0/5.0 stars **Reviewed by:** Stacey F. | Senior Software Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** July 13, 2023 **What do you like best about JMP?** I like being able to quickly get basic stats. The software is very light. It is very easy to use for simple statistical tasks. I like being able to view the data in a spreadsheet format. It is the best statistical software for research. **What do you dislike about JMP?** Some investigations require specialized analysis. It would be nice to have more customization options. It is quite challenging for new users. The coding language is not that intuitive. **What problems is JMP solving and how is that benefiting you?** It is a statistical tool widely used in data analysis. It offers numerous benefits for research. Facilitates the production of data analysis. Allows users to analyze the data. It is the best tool for analyzing data. ### 2. Very well built app with great features **Rating:** 5.0/5.0 stars **Reviewed by:** Mateus A. | Senior Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** July 12, 2023 **What do you like best about JMP?** I like the design of the tool, it's relatively easy to use. It has an excellent user interface. It has excellent tools for data visualization. Report generation is easy. I especially like how it handles files. **What do you dislike about JMP?** The debugging tools are somewhat limited. They can have a steep learning curve. Memory management can be improved. Sometimes it's hard to get answers. Experience is required to get started. **What problems is JMP solving and how is that benefiting you?** He is amazing at data analysis. It has incredible management for a wide range of tasks. It provides a useful interface for data dispute. It also provides unique file management features. It is extremely useful software. ### 3. JMP for Everyone **Rating:** 4.0/5.0 stars **Reviewed by:** Charles M. | Associate Professor of Biology, Mid-Market (51-1000 emp.) **Reviewed Date:** January 19, 2023 **What do you like best about JMP?** JMP Is probably the best software package for most users. Once the mystery of the little red triangle is solved, all operations derive from menu selections. Informative interfaces also guide the user toward results that are easily understood. For most users, command-line functions can be avoided even larger statistical operations. Table and graphic displays can be customized to highlight aspects of the results, enhancing an understanding of the material to others. **What do you dislike about JMP?** Perhaps the immediate problem was the discovery of the little red triangle, within which all options are provided for statistical analyses. Some tests, such as covariance and other non-standard analyses, are challenging to find. They exist but are generated through unexpected procedures or statistical methods. **What problems is JMP solving and how is that benefiting you?** My primary application of JMP lies in instructing students in biological statistics. The ability to subscribe to JMP provides students with an affordable pathway to its use. JMP also bypasses complex spreadsheet application commands and web-based product restrictions found in other tools. ### 4. Very comprehensive statistical and data management tool **Rating:** 5.0/5.0 stars **Reviewed by:** Matthew K. | Marketing Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** July 10, 2023 **What do you like best about JMP?** I like the ease of entering data. It has a huge list of statistics. It is really easy to use software. It has a wide variety of data types. Provides a data cleansing process. I like frequency tables. **What do you dislike about JMP?** I've had problems with data getting mixed up. It's been a bit cumbersome to take screenshots. The input data format was a bit restrictive. I don't like the amount of time it takes to load the program. **What problems is JMP solving and how is that benefiting you?** It is quite complete and specialized software. The software solves all business problems. It is a great tool for running preliminary analysis. The visualization tools are excellent. ### 5. The most powerful statistical and ML software as of today **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Chemicals | Enterprise (> 1000 emp.) **Reviewed Date:** April 20, 2023 **What do you like best about JMP?** + Interactive data exploration (graph builder), including filters and column switchers + One interface for statistics (ANOVA, MSA, SPC...), design of experiments, and machine learning (decision trees, neural networks...) + New macro recorder (automation builder) + Multiple data import options (Excel, ODBC, RestAPI...) **What do you dislike about JMP?** - Unilateral pricing increases while unable to merge contracts - The learning curve for beginners - Unable to share working files (as Excel 365) - Missing some important connectors (SharePoint and Teams), needs Excel in a shared drive **What problems is JMP solving and how is that benefiting you?** JMP is becoming one of the best options for quick analysis of process and manufacturing data. This is, sensor and event data coming from production sites. Particularly, JMP is great for process monitoring (via SPC, for example) and root-cause analysis (via predictor screening, which uses Machine Learning to find correlated factors). ### 6. Great software with fantastic support and community **Rating:** 5.0/5.0 stars **Reviewed by:** Chorthip P. | Particle Characterization Chemist IV / Team Leader, Small-Business (50 or fewer emp.) **Reviewed Date:** January 20, 2023 **What do you like best about JMP?** - Incredible level of support & community: the JMP team even incorporated a feature we asked for in the past year in the current version of JMP! - Educational materials and various Q&A sessions help onboard new team members and current users like myself learn new techniques - Intuitive and helpful interface, especially for data preparation and visualization - Commitment to Quality minimized time and resources required for validation in a regulated environment **What do you dislike about JMP?** None that I can think of. The licensing fees can be cost-prohibitive for growing the statistical analysis team in a small organization, but we recognize that what the software offer is well worth the price. **What problems is JMP solving and how is that benefiting you?** Statistical evaluation is invaluable in our environment to assess the performance of instruments and processes. JMP software makes it easy to plan a study, conduct analyses, and present the results. ### 7. Best Data Visualization Software **Rating:** 5.0/5.0 stars **Reviewed by:** Dave B. | Science General Manager - Bioprotection, Research, Mid-Market (51-1000 emp.) **Reviewed Date:** May 23, 2023 **What do you like best about JMP?** JMP's intuitive and interactive graphics/data visualizations facillitates data exploration and really sets it apart from other statistical packages. **What do you dislike about JMP?** Formatting graphs for publication can sometimes be time-consuming. That being said, JMP offers plenty of options for doing this. **What problems is JMP solving and how is that benefiting you?** When working in insect behaviour and ecology patterns can be subtle even though statistically significant. The ability to see the data visually facillitates connections to the biology of the problem ### 8. JMP is the Best Software for Design of Experiments **Rating:** 5.0/5.0 stars **Reviewed by:** William K. | Owner, Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2023 **What do you like best about JMP?** JMP has all of the most modern designs, including I-Optimal, A-Optimal, and Definitive Screening Designs. It also has the most flexible platform for analyzing data collected using these designs. **What do you dislike about JMP?** I really have no concerns--JMP is the ideal software for me. **What problems is JMP solving and how is that benefiting you?** It makes Design of Experiments easy to implement, it has EMP for the best Measurement Systems Analysis, and it has a thorough Reliability platform. ### 9. Amazing tool for DOE and fit complicated models **Rating:** 5.0/5.0 stars **Reviewed by:** Zhiwu L. | Principal Statistician, Small-Business (50 or fewer emp.) **Reviewed Date:** March 06, 2023 **What do you like best about JMP?** DOE is the one I cannot live without it. I also like modelling screening part because it works effectively. It is so convenient to use one software and then you can do most of your daily work. **What do you dislike about JMP?** Still missing most advanced technology such as wordtovector transformations and multiple level (3 or more) response mixed model like we used to do in SAS Genmod procedure **What problems is JMP solving and how is that benefiting you?** Mixture design with constraints; covariate design with limit runs. It save me a lot of time and effort, and it provides optimal solution quick and reliable. Variability chart let me figure out the root cause easily. ### 10. JMP review **Rating:** 5.0/5.0 stars **Reviewed by:** Chinmaya A. | scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** i would like wildlife monitoring organization, wildlife monitoring organization, clinical trial saftey analysis and efficacy study , this software having wide analytica tools and can able to use for Scientific research, clinical data managment study, large gorup of animal efficacy study, also used in wild life animal and bird foot print, phenotypic study, bar graph an dstandard deviation of the different population ca be studied. **What do you dislike about JMP?** not a cost-effective software, a little expensive, programming language is feel like little complex to understand for the new employee. has to implement user-friendly application required. **What problems is JMP solving and how is that benefiting you?** statistical significant study between the group of animals along with the dosage of drug were determined and the plotting of the graph was little complex in simple SPSS software then i used JMP got resolved. ### 11. New JMP User discovers a great tool **Rating:** 4.5/5.0 stars **Reviewed by:** Corentin L. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 10, 2023 **What do you like best about JMP?** I'm kinda new to JMP so I did'nt explore all of its possibilities but I really the fact that you can quickly do an analyse, create and modify a graph easily with Graph Builder. You surely gain time **What do you dislike about JMP?** I still have some difficulties with the JSL scripting, because sometimes I need turn arounds to really do what I need, and functions like Expr/Eval Expr can be hard to understand **What problems is JMP solving and how is that benefiting you?** It helps me solve mostly SPC problems, with the creation of control charts and calculation of capability indexes ### 12. Several strong features but subpar to general statistical software **Rating:** 2.5/5.0 stars **Reviewed by:** Jevgenijs S. | Economist, Small-Business (50 or fewer emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** I love JMP's graphical approach to analyzing data. There is a graph for almost every statistic, and most of these graphs are interactive. It is also good for running statistical experiments. **What do you dislike about JMP?** JMP a proprietary software, and its cost relative to the benefits it offers is too high compared to free alternatives like R or Julia. To my knowledge, JMP is not parallelizable and doesn't work well with big data. **What problems is JMP solving and how is that benefiting you?** Visualizing survey data series. Conducting survey reliability analysis, like ROC curves and data classification. ### 13. Very easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Kevin S. **Reviewed Date:** October 20, 2022 ### 14. Great analysis tool for cross-industry use **Rating:** 4.5/5.0 stars **Reviewed by:** Maddy E. | Student, Small-Business (50 or fewer emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** Easy to understand UI, excellent features for data manipulation and visualization, statistical software which doesn't necessarily require coding skills but you'll get much more out of it through scripting, great for multivariate stats including regressions, ANOVA, and MANOVA, software learning seminars are available with subscription purchase **What do you dislike about JMP?** significantly fewer features available in the free version, relatively costly compared to other stats softwares, not as flexible as R, there are better sofwares available for academia/individual license but is great for industrial use **What problems is JMP solving and how is that benefiting you?** Using statistical analysis to assess biological relationships is critical to formulating conservation or environmental management plans. JMP serves as an effective tool for analyzing and visualizing data and may be utilized across a range of industries. ### 15. good for statistical analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Saurav C. | Research Assistant, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** In terms of features and functionality, JMP does well in performing statistical analysis and working with data. The figures produced are of good quality. I have been using it since grad school and find it to be a competitive statistical software. **What do you dislike about JMP?** It does have a learning curve which is true for any oother software. The graphs or figures can be copied easily but you can't copy the tables as it is from the software. **What problems is JMP solving and how is that benefiting you?** I am using JMP to work with cases of Eastern Equine Encephalitis virus EEEV and how it varies with temperature and precipitation data and ENSO index. I mainly work with disease propagation data to map its spatial distribution ### 16. No Code Analytics to make students think like C-Level **Rating:** 5.0/5.0 stars **Reviewed by:** Arif A. | Enterprise (> 1000 emp.) **Reviewed Date:** May 25, 2023 **What do you like best about JMP?** Well Organized Model Building and Reporting **What do you dislike about JMP?** The data dictionary is missing and most of the sample data need at least 1-page description on the Model been built and what is the problem that is being solved is not given **What problems is JMP solving and how is that benefiting you?** It helps me to teach a lot of Analytics in a semester and enables student to think critically and creatively rather than spending time on Syntax of programming ### 17. JMP Software **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.) **Reviewed Date:** May 24, 2022 **What do you like best about JMP?** Dynamic linking of tables and generated graphics is one of the most valuable features. It allows for gaining insights fast overall as well as for subsets of data **What do you dislike about JMP?** Customizing graphs is very easy with point and click. However, scripting of customizations is very hard and requires knowledge of other tools like XPATH. **What problems is JMP solving and how is that benefiting you?** Exploratory data analysis Specific statistical analysis such as logistic regression, decision trees Custom statistical graphs ### 18. My review on JMP Stastistic software **Rating:** 4.5/5.0 stars **Reviewed by:** Sundarajan K. | Senior Scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** March 08, 2023 **What do you like best about JMP?** What I like the most about JMP is it can be used along with R and Python open source programs. It also provides various options for data visualization and representation **What do you dislike about JMP?** It usually hangs with a large data set, and it is also very complex to understand the complete package; I also found that JMP dose not support the few Python plugins which are created with lower version of the Python program **What problems is JMP solving and how is that benefiting you?** Helped me to visualize 3D data, which was not done in any of the software, and visually differentiated the comparative study between the large group of efficacy and invitro assay model. ### 19. One of the best software and event **Rating:** 4.5/5.0 stars **Reviewed by:** Tolga K. | Concept Designer, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** You can do all your work with just one click instead of writing thousands of lines of codes. **What do you dislike about JMP?** If you don't have jmp pro you do not get to use best features like machine learning related ones. **What problems is JMP solving and how is that benefiting you?** The engineering problems (performance and aerodynamic parameters) can be estimated using the features in jmp. Since it makes it easier and faster you can do more using it. ### 20. Very convenient software **Rating:** 4.5/5.0 stars **Reviewed by:** Dijar L. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 24, 2023 **What do you like best about JMP?** This software provides easy visualization of genetic data **What do you dislike about JMP?** This software needs better genomic scale tools **What problems is JMP solving and how is that benefiting you?** JMP helps me quickly visualize and analyze data simultaneously ### 21. Got to know the new features of the JMP tool **Rating:** 4.0/5.0 stars **Reviewed by:** Rashmi T. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 19, 2023 **What do you like best about JMP?** Exploratory analysis, and statistical review can be done and good tool for non coders as well. **What do you dislike about JMP?** The JSL langauge scripting does not have a very good log to identify the issue **What problems is JMP solving and how is that benefiting you?** It is helping helpful in getting outliers and add in features help catering to specific user request ### 22. JMP **Rating:** 5.0/5.0 stars **Reviewed by:** Tevin S. | Process Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2023 **What do you like best about JMP?** JMP software has various capabilities to analyze and or organize data effectively and efficiently. The scripting features allow for consistency of graphing, data sorting and analysis. The statistical methods available also are beneficial to determine differences between conditions within experiments. **What do you dislike about JMP?** JMP 17 specifically does not retain connections to query databases, which result in having to disconnect and reconnect to a query server every so often. This results in errors when running pre-made scripts / queries, where the error message doesn't provide much information in general. **What problems is JMP solving and how is that benefiting you?** JMP is helping identify root causes for defects occurring within production settings, and helping understand existing and future capability for manufacturing our products. ### 23. Good analyses tool **Rating:** 3.5/5.0 stars **Reviewed by:** Rakesh P. | Research Fellow, Ruthven Institute Hub, Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** Great analysis tool. Has some good graphics and chart making features. Easy to operate and easy to learn. Well used for research as well as in specific industries. **What do you dislike about JMP?** Lack of customization and inability to add more add-ons for other types of analyses. The price is high for subscription and single licenses cost too much for purchase. **What problems is JMP solving and how is that benefiting you?** Conducted some research related analyses using JMP and it was very handy to not only complete the analyses, it allowed me to create graphs/chart to demonstrate the results visually. ### 24. Analytics Engineer **Rating:** 5.0/5.0 stars **Reviewed by:** Przemek Edward B. | Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 13, 2023 **What do you like best about JMP?** Extremely fast for exploratory data analysis and visualisations. Easy UI and powerful features. **What do you dislike about JMP?** My organisation has only desktop licenses so performance limited by my laptop, however I know that JMP offers JMP for Cloud (server licences) **What problems is JMP solving and how is that benefiting you?** Big data, modelling, analysis, time series ### 25. I use JMP 16 for nearly every aspect of my work! **Rating:** 4.5/5.0 stars **Reviewed by:** Alex H. | Commercial Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** August 05, 2022 **What do you like best about JMP?** JMP is brilliant in that you can use it for small things like quickly creating some visually appealing graphs for a presentation, or it is perfect for more detailed work with large databases. I love the journals for interactive data sharing. they bring the story to life and aid me in communicating to others when presenting information. I really appreciate the JMP community, people are so willingly helpful with solutions and someone recently helped me build an add-in to help automate some work. **What do you dislike about JMP?** It is hard to comment on what I do not like, as I do find JMP a tool I could not live without. Thinking back to when I first started using it, I did struggle in the logic for locating everything I needed while I was getting used to it. For example, some of the icons are not the most intuitive - I used to get mixed up with graph builder and tabulate a lot! Potentially, a search bar or site map would allow for workarounds if you are struggling to locate a function would be my suggestion. **What problems is JMP solving and how is that benefiting you?** Making evidence-based decisions. Being able to easily sift through large databases that Excel would struggle with is a massive benefit. From this, we've been able to use journals and use graph builder to create visuals which disseminate the information in a way that people can digest and make decisions. ### 26. Great Analysis Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Breitling B. | Research Statistician, Enterprise (> 1000 emp.) **Reviewed Date:** May 18, 2023 **What do you like best about JMP?** Visualizations, Modeling, Swiss-army knife of analysis. **What do you dislike about JMP?** nothing really. Could it have more power if it could be drirectly integrated to work with databases yes but then it would be sas or automate dashboards but then it would be jmp live. **What problems is JMP solving and how is that benefiting you?** optimiaztion and analysis ### 27. Excellent, no-code analytics for all **Rating:** 5.0/5.0 stars **Reviewed by:** Mark C. | Polypropylene Process Technologist, Enterprise (> 1000 emp.) **Reviewed Date:** September 16, 2022 **What do you like best about JMP?** Short learning time to becoming productive. Powerful point-n-click statistics and analytics. Easily deployed across a large organization. JMP gets even better with every new release. Graph Builder is unmatched by other software! Customer service & education unlike any other that I have encountered. **What do you dislike about JMP?** All software has a learning curve. Our new JMP users are coming from years of using Excel. More tools/wizards to ease that transition would be appreciated. **What problems is JMP solving and how is that benefiting you?** We have thousands of users across all functions globally. JMP allows the user to become an effective citizen-data-scientist who can use powerful visualization and analytics to solve problems. From R&D, and manufacturing, to retail, our users solve problems and develop new processes and solutions faster than ever. ### 28. Informative and friendly learning **Rating:** 5.0/5.0 stars **Reviewed by:** Naser E. | R&D Senior Chemist, Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2023 **What do you like best about JMP?** User-friendly and easy way to get a new insight of your data **What do you dislike about JMP?** It should improve the interface and data access **What problems is JMP solving and how is that benefiting you?** Flexible data visualization via graph builder ### 29. JMP feedback and recommendation **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad Ahsan S. | Assistant Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2023 **What do you like best about JMP?** Their focus on customers, innovative ideas, Agile approach and delivery on time. **What do you dislike about JMP?** Services charges and heavy fees . **What problems is JMP solving and how is that benefiting you?** Data analytics, Raw data conversion into meaning ful information, visualisation in graphs, trends, charts, and better analysing virtual enviroment. ### 30. Statistics simplified **Rating:** 3.5/5.0 stars **Reviewed by:** Suruchi A. | Bioinformatics Scientist II, Mid-Market (51-1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** It's interactive and has dynamic data visualization,seamless data integration and user friendly interface **What do you dislike about JMP?** It has limited programming options compared to other softwares, limited customization options available and requires a huge knowledge of statistics to perform calculations **What problems is JMP solving and how is that benefiting you?** Mainly used for quality control, and process improves techniques, and also identify potential risks, identify trends and create strategies to mitigate risks. Improves decision making ### 31. Great tool for stats **Rating:** 4.0/5.0 stars **Reviewed by:** Aman K. | Enterprise (> 1000 emp.) **Reviewed Date:** February 05, 2023 **What do you like best about JMP?** JMP has provided access tool to many important statistics concepts. It is really easy to learn and use. **What do you dislike about JMP?** The UI could be more engaging in terms of looks. It now seems bit boring. It's easy to access but needs advanced navigation to improve. **What problems is JMP solving and how is that benefiting you?** While working on school projects, JMP was very beneficial for doing all sorts of analysis with few touches to getting the results. Interpretation of results should be improved. ### 32. Quick Insights and Proof of Concepts **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** September 19, 2022 **What do you like best about JMP?** JMP defaults to giving visualizations for various analyses, so insight isn't lost in the weeds. For example, instead of a distribution providing a mean, standard deviation, and quantiles, histograms or box plots are often drawn by default, making it easy to visually see outliers or what type of distribution it might be. **What do you dislike about JMP?** The JSL scripting language is a proprietary language that JMP uses for various tasks, however the user base is much smaller than other tools like python or R and the top search engine hits aren't going to be 5 ways people on stackoverflow solved a problem. **What problems is JMP solving and how is that benefiting you?** JMP has fast turnaround for analyses, often in a small handful of button presses. While nothing in JMP can't be done in a language like python or R, the time and effort savings makes things take seconds to minutes. ### 33. The use of JMP in data analysis is efficient in terms of plotting **Rating:** 5.0/5.0 stars **Reviewed by:** Maria Elaine A. | Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** February 03, 2023 **What do you like best about JMP?** The graph generated by the program makes it easier to understand and draw a conclusion based on the data input. **What do you dislike about JMP?** It also takes effort to understand the basics of statistics to maximize the solutions the program offers. **What problems is JMP solving and how is that benefiting you?** JMP helps me identify the defects' relationship with several factors. It also supports data coherence and allows me to improve and collect more data with the suggested inputs. ### 34. Using JMP in the Classroom **Rating:** 5.0/5.0 stars **Reviewed by:** Carolyn T. | Sr. Lecturer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 08, 2022 **What do you like best about JMP?** JMP is easy to teach within the time constraints needed to teach business analytics and statistical methodology. The setup of command listings is logical for the most part. **What do you dislike about JMP?** Each semester a few students have trouble downloading the software, but overall most can follow the directions. Usually, difficulties arise due to the student's lack of updated software or hardware requirements. Some commands such as Multivariate / Multivariate Methods would be easier under Analyze / Correlation. **What problems is JMP solving and how is that benefiting you?** Baylor teaches simple linear regression and multiple regression where we predict companies' profits and costs, time series elements of forecasting business variables, logistic regression for determining whether customers will buy a product or not, visualization techniques, and analysis of variance methodologies. ### 35. Perfect software for data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** david m. | Research scientist, Enterprise (> 1000 emp.) **Reviewed Date:** January 18, 2023 **What do you like best about JMP?** Able to make deep analysis of large amount of data; selection of data point and see this on all other plots, **What do you dislike about JMP?** Customizing Plots is still very limited or too buggy; Memory limitation is amount of data is too large; Offline Help could be improved to make it easier to learn new feature and become an advanced user **What problems is JMP solving and how is that benefiting you?** Improving the performance of our devices; moving faster ### 36. Ushering in a new era of data science **Rating:** 5.0/5.0 stars **Reviewed by:** Anderson M. | scientist, Enterprise (> 1000 emp.) **Reviewed Date:** May 24, 2022 **What do you like best about JMP?** I like the fact that, while scripting is certainly possible (and encouraged!), you can really hit the ground running with some exceptionally advanced analytical approaches without having an advanced knowledge of writing scripts and codes. Things that take me 2-3 days to figure out how to do (and reproduce) in R, take 2-3 minutes in JMP. **What do you dislike about JMP?** JMP is NOT Excel, so it's not so much a matter of disliking JMP as it is learning what sorts of things spreadsheets are good for and when to switch over to JMP. Despite being incredibly JMP-savvy, there are STILL some things that are just faster and easier in Excel, though I imagine this will not be the case for much longer. **Recommendations to others considering JMP:** JMP has truly revolutionized how I do research, and I use it as a one-stop shop: data collection and curation, distributions, t-tests and ANOVAs, experimental design, multivariate statistics, figure-making, machine-learning, predictive modeling, and other platforms. I've been using approaches that have long been the domain of engineers (e.g., desirability analyses) to instead bio-engineer organisms and ecosystems. **What problems is JMP solving and how is that benefiting you?** I am a coral reef researcher using the power of JMP to answer critical questions about the fates, longevity, and resilience of these emperiled, high-biodiversity ecosytems. Recently, this has involved a deep dive into machien learning, though I use a good 70% of the software package (JMP Pro specifically). ### 37. JMP data analysis tool **Rating:** 2.5/5.0 stars **Reviewed by:** Sabrina G. | Enterprise (> 1000 emp.) **Reviewed Date:** March 07, 2023 **What do you like best about JMP?** Global use and implementation features make this a perfect tool to visually interact with data and share with users across the world. **What do you dislike about JMP?** Not the greatest tool for big data sets, the software doesn't include SPSS or SAS data exports **What problems is JMP solving and how is that benefiting you?** Software tool to assist in data analysis ### 38. JMP changed the course of my professional career **Rating:** 5.0/5.0 stars **Reviewed by:** Rick M. | Instructor, Enterprise (> 1000 emp.) **Reviewed Date:** September 18, 2022 **What do you like best about JMP?** JMP gave me the tool to visually understand concepts they evaded me in school. This encouraged me to explore further and to eventually teach others. This wasn't the case with other software platforms . **What do you dislike about JMP?** The learning curve can be pretty steep. There are way too many menu options for a beginner. Sometimes the features I see others doing are hidden and not easy to access. **What problems is JMP solving and how is that benefiting you?** Jmp slaps me to visually communicate with non technical stakeholders. It helps them to see my technical story and visually explore other ways to understand the data. ### 39. Great Piece of Software I Use Daily in my Work **Rating:** 4.5/5.0 stars **Reviewed by:** Kimberly S. | D, Small-Business (50 or fewer emp.) **Reviewed Date:** May 17, 2022 **What do you like best about JMP?** I like the easy of use of the software, both in the scripting language and in the point and click. I use the Fit Model and Graphing tools all of the time. It compares to SAS, since it is a SAS product, in that I think it is user friendly and has a good support community of users and a professional certification program. **What do you dislike about JMP?** I think that JMP, like SAS, is not as flexible as open-source software like R or programming languages like SAS. There are several areas that I would like to see in improvement from JMP scripting language in particular, such as the ability to read in and/or reference other scripts within the data table and to collapse + expand chunks of code as in RStudio. **Recommendations to others considering JMP:** This is a great platform to start learning how to analyze data and to predict models. **What problems is JMP solving and how is that benefiting you?** I am solving problems regarding building general templates using the app developer / user input modal window functionality in JMP for stability analysis and comparability analysis, for use in pharmaceutical manufacturing. These templates I am building help speed up the time it takes to complete tasks for our clients. ### 40. I use JMP in the performance of my day-to-day work. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Machinery | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2023 **What do you like best about JMP?** JMP is a valuable tool; JMP has extraordinary capabilities; I use it primarily for data acquisition and analysis. **What do you dislike about JMP?** Not applicable I love JMP. To me, there are no downsides. **What problems is JMP solving and how is that benefiting you?** JMP assist me with acquiring and analyzing data ### 41. Powerful alrounder **Rating:** 4.0/5.0 stars **Reviewed by:** Matthias K. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 16, 2023 **What do you like best about JMP?** Ease of displaying data visually. Many test data sets included in JMP **What do you dislike about JMP?** Can be hard to get started if you do not have someone to guide you. **What problems is JMP solving and how is that benefiting you?** Statistical process analysis. ### 42. JMP creates sharing of knowledge **Rating:** 5.0/5.0 stars **Reviewed by:** Claire S. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 12, 2023 **What do you like best about JMP?** JMP is efficient, easy to use with out an programming required! **What do you dislike about JMP?** Nothing - it is great! All is fantastic! **What problems is JMP solving and how is that benefiting you?** JMP takes my data and allows me to visualize it properly! ### 43. Jmp review **Rating:** 3.5/5.0 stars **Reviewed by:** Ramachandraraja K. | Senior Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 10, 2023 **What do you like best about JMP?** user interface is really good and easy to learn and use **What do you dislike about JMP?** Taking more time to load to work on large data **What problems is JMP solving and how is that benefiting you?** Helps us in analysis and creating dashboards ### 44. Expansion of JMP **Rating:** 4.5/5.0 stars **Reviewed by:** Mohammad F. | Lead Data Scientist, Enterprise (> 1000 emp.) **Reviewed Date:** February 27, 2023 **What do you like best about JMP?** JMP is great to use and it is recommended highly to enhance the experience **What do you dislike about JMP?** It should be more user friendly so that look and feel should be good **What problems is JMP solving and how is that benefiting you?** Multiclass and multilabel data problems ### 45. JMP User Experience Review **Rating:** 5.0/5.0 stars **Reviewed by:** Arvin V. | Quality Assurance Officer, Enterprise (> 1000 emp.) **Reviewed Date:** February 03, 2023 **What do you like best about JMP?** Being able to easiky transfer data from MS Excel is a very simple yet handy feature. JMP's learning curve is steep which makes data analysis easier and for everyone. **What do you dislike about JMP?** Optics. Some features are not visually appealing **What problems is JMP solving and how is that benefiting you?** Statistical Process Control ### 46. The best statistics and DOE software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2022 **What do you like best about JMP?** JMP is a highly efficient software that allows you to visualize data and run statistical analysis. I use JMP for large datasets, other than bivariate/ multivariate analysis, T tests and ANOVA; JMP has graph builder for non statistical data presentation. **What do you dislike about JMP?** It is an expensive software, other than that it has no flaws, it is the best one out there, never faced any issue while using it. **What problems is JMP solving and how is that benefiting you?** It allows statistical analysis of large datasets and is an excellent software for the design of experiments. JMP comes with a new user training which makes implement this software easy within teams. ### 47. JMP - perfect software for analyzing your data **Rating:** 5.0/5.0 stars **Reviewed by:** Stefan-Bogdan I. | Formulation Researcher, Small-Business (50 or fewer emp.) **Reviewed Date:** March 04, 2022 **What do you like best about JMP?** JMP is very useful in analyzing any type of data. For beginners the JMP Documentation Library coupled with the Sample Data examples are a very powerful resource to quickly learn and cope with different cases. I myself began to learn by looking into the Documentation Library and following the examples. As you delve deeper and begin to understand and learn your enthuziasm will grow and you'll start to love statistics. Even better, the capabilities of the DoE platforms and the different models that can be fit enables you to drastically reduce time in development! **What do you dislike about JMP?** When I started to use JMP and wanted to interpret some data, the explanations given when encircling the results were not very helpful in making me better understand the meaning. Another personal issue was with interpreting the graphs that accompanied the interpretation. However, if you're perseverant enough and learn basic statistics, you start to appreciate the graphs significantly since they are instrumental, especially when you have to present data to upper management. **Recommendations to others considering JMP:** My strong recommendation is to download the trial and to allocate a couple of days to try all the functionalities and to interpret their data to see for themselves how well-structured the results are, plus the accompanying graphs. **What problems is JMP solving and how is that benefiting you?** For now, I'm especially interested in designing and analyzing DoEs for method development and formulation development. Furthermore, I started to use MSA for assessing whether the methods are capable and stable or not and testing the Average BioEquivalence using the TOST procedure. Using JMP, I managed to create dozens of DoEs, and it immensely helped me better understand the relations between my factors. ### 48. By FAR the best **Rating:** 5.0/5.0 stars **Reviewed by:** Glenn C. | Master Black Belt, Enterprise (> 1000 emp.) **Reviewed Date:** August 04, 2022 **What do you like best about JMP?** Very intuitive. Tremendous flexibility and capability. As a 20 year user, I couldn't ask for more **What do you dislike about JMP?** The only downside is the cost. Organizations may pass it by, and miss a real opportunity. **What problems is JMP solving and how is that benefiting you?** Analysis of data big and small. Just today I used it on some survey data related to 5 star product ratings. Which is obviously a key input to overall business decisions. ### 49. Swiss pocket knife for data analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Mauro G. | Measurement and Data Management, Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2022 **What do you like best about JMP?** Graph builder: Let you intuitively explore your data by drag and drop. It helps a lot in live discussions to get a different view. Scripting: Even if you don't know how to code. JMP helps you automate your steps and distribute them to other users which saves a lot of time and reduces copy/paste errors. **What do you dislike about JMP?** It can be overwhelming in regards to functionality and information displayed for new or non-statistician users. It helps that additional information and functions are hidden under the red triangle. It's a good mix for easy to use for beginners and useful toll for experts. **What problems is JMP solving and how is that benefiting you?** I repaced an Excel-VBS script with JMP which let me analyze more than 50 parts (because of file size) at once and reduced the time from import to get a graph from 4h to under 10s. ### 50. JMP is the best statistical analysis software available. **Rating:** 5.0/5.0 stars **Reviewed by:** Jed C. | Quality Director, Mid-Market (51-1000 emp.) **Reviewed Date:** August 11, 2022 **What do you like best about JMP?** I love that each platform includes both statistics as well as great visualizations, and the context menus make things simple and quick. **What do you dislike about JMP?** I struggle to find anything to dislike about JMP. **What problems is JMP solving and how is that benefiting you?** From simple database queries to the most complex design of experiments, JMP is useful for all my data and analysis needs. ## 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=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-24+11%3A05%3A06+-0500&secure%5Bsession_id%5D=b84de563-1506-4a10-a9c9-b8d011d58484&secure%5Btoken%5D=2b1e116691eca0c70b98a73db5e0364655b7b0bb139793c1f1e2e17bf172ae8a&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)