--- 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: '2026-10-17' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software ---

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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RT
Rashmi T.
Small-Business (50 or fewer emp.)
"Got to know the new features of the JMP tool"
4/5
What do you like best about JMP?

Exploratory analysis, and statistical review can be done and good tool for non coders as well. Review collected by and hosted on G2.com.

What do you dislike about JMP?

The JSL language scripting does not have a very good log to identify the issue Review collected by and hosted on G2.com.

TS
Tevin S.
Process Engineer
Enterprise (> 1000 emp.)
"JMP"
5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Rakesh P.
RP
Rakesh P.
Research Fellow, Ruthven Institute Hub
Enterprise (> 1000 emp.)
"Good analyses tool"
3.5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Przemek Edward B.
PB
Przemek Edward B.
Engineer
Enterprise (> 1000 emp.)
"Analytics Engineer"
5/5
What do you like best about JMP?

Extremely fast for exploratory data analysis and visualisations. Easy UI and powerful features. Review collected by and hosted on G2.com.

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) Review collected by and hosted on G2.com.

AH
Alex H.
Commercial Analyst
Enterprise (> 1000 emp.)
"I use JMP 16 for nearly every aspect of my work!"
4.5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

BB
Breitling B.
Research Statistician
Enterprise (> 1000 emp.)
"Great Analysis Tool"
5/5
What do you like best about JMP?

Visualizations, Modeling, Swiss-army knife of analysis. Review collected by and hosted on G2.com.

What do you dislike about JMP?

nothing really. Could it have more power if it could be directly integrated to work with databases yes but then it would be sas or automate dashboards but then it would be jmp live. Review collected by and hosted on G2.com.

Mark C.
MC
Mark C.
Polypropylene Process Technologist
Enterprise (> 1000 emp.)
"Excellent, no-code analytics for all"
5/5
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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Naser E.
NE
Naser E.
R&D Senior Chemist
Enterprise (> 1000 emp.)
"Informative and friendly learning"
5/5
What do you like best about JMP?

User-friendly and easy way to get a new insight of your data Review collected by and hosted on G2.com.

What do you dislike about JMP?

It should improve the interface and data access Review collected by and hosted on G2.com.

Muhammad Ahsan S.
MS
Muhammad Ahsan S.
Assistant Manager
Small-Business (50 or fewer emp.)
"JMP feedback and recommendation"
5/5
What do you like best about JMP?

Their focus on customers, innovative ideas, Agile approach and delivery on time. Review collected by and hosted on G2.com.

What do you dislike about JMP?

Services charges and heavy fees. Review collected by and hosted on G2.com.

Suruchi A.
SA
Suruchi A.
Bioinformatics Scientist II
Mid-Market (51-1000 emp.)
"Statistics simplified"
3.5/5
What do you like best about JMP?

It's interactive and has dynamic data visualization, seamless data integration and user friendly interface Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.