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JMP Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the ease of use in JMP, allowing simple data exploration and visualization without complicated coding. (10 mentions)
Users appreciate the interactive data visualization in JMP, making it easy to explore and understand complex datasets. (9 mentions)
Users value the ease of statistical analysis with JMP, enabling intuitive data exploration and visualization effortlessly. (5 mentions)
Users appreciate the dynamic and intuitive visualization capabilities of JMP, making data exploration and analysis effortless. (5 mentions)
Users appreciate the intuitive and interactive interface of JMP, enhancing their data analysis and visualization experience. (4 mentions)
Users find JMP to be quite expensive, making it challenging for smaller businesses to adopt effectively. (6 mentions)
Users find the learning curve steep, especially for those unfamiliar with statistical analysis, making mastery challenging. (4 mentions)
Users find JMP offers limited flexibility in integration and model options, impacting their analysis capabilities. (4 mentions)
Users note that JMP has a steep learning curve and can be overwhelming for new users and beginners. (3 mentions)
Users find limitations in storage with JMP, especially lacking models for multivariate analysis and time series. (2 mentions)

5 Pros or Advantages of JMP

5 Cons or Disadvantages of JMP

JMP Reviews (213)

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Reviews

JMP Reviews (213)

View 2 Video Reviews
4.5
213 reviews
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Stacey F.
SF
Stacey F.
Senior Software Analyst
Mid-Market (51-1000 emp.)
"Reliable and fast statistical platform"
5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Mateus A.
MA
Mateus A.
Senior Data Analyst
Small-Business (50 or fewer emp.)
"Very well built app with great features"
5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

CM
Charles M.
Associate Professor of Biology
Mid-Market (51-1000 emp.)
"JMP for Everyone"
4/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Matthew K.
MK
Matthew K.
Marketing Data Analyst
Small-Business (50 or fewer emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
"Very comprehensive statistical and data management tool"
5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Verified User in Chemicals
IC
Verified User in Chemicals
Enterprise (> 1000 emp.)
"The most powerful statistical and ML software as of today"
5/5
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...) Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

CP
Chorthip P.
Particle Characterization Chemist IV / Team Leader
Small-Business (50 or fewer emp.)
"Great software with fantastic support and community"
5/5
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 Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

DB
Dave B.
Science General Manager - Bioprotection
Research
Mid-Market (51-1000 emp.)
"Best Data Visualization Software"
5/5
What do you like best about JMP?

JMP's intuitive and interactive graphics/data visualizations facilitates data exploration and really sets it apart from other statistical packages. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

William K.
WK
William K.
Owner
Small-Business (50 or fewer emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
"JMP is the Best Software for Design of Experiments"
5/5
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. Review collected by and hosted on G2.com.

What do you dislike about JMP?

I really have no concerns--JMP is the ideal software for me. Review collected by and hosted on G2.com.

Zhiwu L.
ZL
Zhiwu L.
Principal Statistician
Small-Business (50 or fewer emp.)
"Amazing tool for DOE and fit complicated models"
5/5
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. Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

Chinmaya A.
CA
Chinmaya A.
scientist
Small-Business (50 or fewer emp.)
"JMP review"
5/5
What do you like best about JMP?

I would like wildlife monitoring organization, wildlife monitoring organization, clinical trial safety analysis and efficacy study, this software having wide analytical tools and can be used for scientific research, clinical data management study, large group of animal efficacy study, also used in wildlife animal and bird footprint, phenotypic study, bar graph and standard deviation of the different population can be studied. Review collected by and hosted on G2.com.

What do you dislike about JMP?

Not a cost-effective software, a little expensive, programming language feels a little complex to understand for the new employee. Has to implement user-friendly application required. Review collected by and hosted on G2.com.