JMP has provided access tool to many important statistics concepts. It is really easy to learn and use. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

The graph generated by the program makes it easier to understand and draw a conclusion based on the data input. Review collected by and hosted on G2.com.

It also takes effort to understand the basics of statistics to maximize the solutions the program offers. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Able to make deep analysis of large amount of data; selection of data point and see this on all other plots, Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Global use and implementation features make this a perfect tool to visually interact with data and share with users across the world. Review collected by and hosted on G2.com.

Not the greatest tool for big data sets, the software doesn't include SPSS or SAS data exports Review collected by and hosted on G2.com.

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 . Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

JMP is a valuable tool; JMP has extraordinary capabilities; I use it primarily for data acquisition and analysis. Review collected by and hosted on G2.com.

Not applicable I love JMP. To me, there are no downsides. Review collected by and hosted on G2.com.