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

1. Ease of Use

Users appreciate the ease of use in JMP, allowing simple data exploration and visualization without complicated coding.

See 10 mentions

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Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you like about JMP?

I would say the thing which i like most about JMP is that how easy it makes explorung and understanding data. There is no need to write complicated co

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you like about JMP?

JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, p

2. Data Visualization

Users appreciate the interactive data visualization in JMP, making it easy to explore and understand complex datasets.

See 9 mentions

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Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you like about JMP?

I would say the thing which i like most about JMP is that how easy it makes explorung and understanding data. There is no need to write complicated co

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you like about JMP?

JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, p

3. Statistical Analysis

Users value the ease of statistical analysis with JMP, enabling intuitive data exploration and visualization effortlessly.

See 5 mentions

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Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you like about JMP?

I would say the thing which i like most about JMP is that how easy it makes explorung and understanding data. There is no need to write complicated co

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you like about JMP?

JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, p

4. Visualization

Users appreciate the dynamic and intuitive visualization capabilities of JMP, making data exploration and analysis effortless.

See 5 mentions

See Related User Reviews

Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you like about JMP?

I would say the thing which i like most about JMP is that how easy it makes explorung and understanding data. There is no need to write complicated co

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you like about JMP?

JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, p

5. User Interface

Users appreciate the intuitive and interactive interface of JMP, enhancing their data analysis and visualization experience.

See 4 mentions

See Related User Reviews

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you like about JMP?

JMP offers a very intuitive and interactive interface for data analysis and visualization. I really like how easy it is to explore data dynamically, p

Shah Rukh K.

Mid-Market (51-1000 emp.)

5.0/5

"Amazing tool for statistical analysis with outstanding data modelling features"

What do you like about JMP?

JMP is easy-to-implement software when it comes to visualize the data. I can create Charts and Graphs which are interactive, easy to identify loophole

5 Cons or Disadvantages of JMP

1. Expensive

Users find JMP to be quite expensive, making it challenging for smaller businesses to adopt effectively.

See 6 mentions

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Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you dislike about JMP?

While JMP is very powerful, it can be resource-intensive when handling very large datasets. Some advanced features have a learning curve, especially f

Verified User

Enterprise (> 1000 emp.)

4.0/5

"JMP Software: Good Tool, Few Downsides"

What do you dislike about JMP?

JMP costs a lot, which can be tough for small users. It takes time to learn and some tools are not easy to use without help. When handling big data, i

2. Learning Curve

Users find the learning curve steep, especially for those unfamiliar with statistical analysis, making mastery challenging.

See 4 mentions

See Related User Reviews

Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you dislike about JMP?

For new users, sometimes it's interface feels bit overwhelming.

Ganesh W.

Enterprise (> 1000 emp.)

4.5/5

"Intuitive Visual Analytics, Powerful Tools—But Resource-Heavy and Pricey"

What do you dislike about JMP?

While JMP is very powerful, it can be resource-intensive when handling very large datasets. Some advanced features have a learning curve, especially f

3. Limited Flexibility

Users find JMP offers limited flexibility in integration and model options, impacting their analysis capabilities.

See 4 mentions

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Shah Rukh K.

Mid-Market (51-1000 emp.)

5.0/5

"Amazing tool for statistical analysis with outstanding data modelling features"

What do you dislike about JMP?

JMP is a bit tricky while integrating with other tools or software, sometimes make you feel limited.

Abdul Majid M.

Small-Business (50 or fewer emp.)

4.0/5

"Review of Statistical Researcher and statistical Scholar on JMP software"

What do you dislike about JMP?

Many multivariate GARCH models were absent. I need multivariate analysis, but there are limited models and time series models are absent.

4. Learning Difficulty

Users note that JMP has a steep learning curve and can be overwhelming for new users and beginners.

See 3 mentions

See Related User Reviews

Verified User

Mid-Market (51-1000 emp.)

5.0/5

"Effortless Data Exploration and Visualization"

What do you dislike about JMP?

For new users, sometimes it's interface feels bit overwhelming.

Verified User

Enterprise (> 1000 emp.)

4.0/5

"JMP Software: Good Tool, Few Downsides"

What do you dislike about JMP?

JMP costs a lot, which can be tough for small users. It takes time to learn and some tools are not easy to use without help. When handling big data, i

5. Limitations in Storage

Users find limitations in storage with JMP, especially lacking models for multivariate analysis and time series.

See 2 mentions

See Related User Reviews

Shah Rukh K.

Mid-Market (51-1000 emp.)

5.0/5

"Amazing tool for statistical analysis with outstanding data modelling features"

What do you dislike about JMP?

JMP is a bit tricky while integrating with other tools or software, sometimes make you feel limited.

Abdul Majid M.

Small-Business (50 or fewer emp.)

4.0/5

"Review of Statistical Researcher and statistical Scholar on JMP software"

What do you dislike about JMP?

Many multivariate GARCH models were absent. I need multivariate analysis, but there are limited models and time series models are absent.

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Corentin L.

Small-Business (50 or fewer emp.)

3/10/2023

"New JMP User discovers a great tool"

4.5/5

What do you like best about JMP?

I'm kinda new to JMP so I didn't explore all of its possibilities but I really like the fact that you can quickly do an analysis, create and modify a graph easily with Graph Builder. You surely gain time. Review collected by and hosted on G2.com.

What do you dislike about JMP?

I still have some difficulties with the JSL scripting, because sometimes I need workarounds to really do what I need, and functions like Expr/Eval Expr can be hard to understand. Review collected by and hosted on G2.com.

Jevgenijs S.

Economist

Small-Business (50 or fewer emp.)

3/7/2023

"Several strong features but subpar to general statistical software"

2.5/5

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. Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Kevin S.

10/20/2022

"Very easy to use"

4.5/5

Maddy E.

Student

Small-Business (50 or fewer emp.)

3/7/2023

"Great analysis tool for cross-industry use"

4.5/5

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 Review collected by and hosted on G2.com.

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 softwares available for academia/individual license but is great for industrial use Review collected by and hosted on G2.com.

Saurav C.

Research Assistant

Enterprise (> 1000 emp.)

3/7/2023

"good for statistical analysis"

4.5/5

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. Review collected by and hosted on G2.com.

What do you dislike about JMP?

It does have a learning curve which is true for any other software. The graphs or figures can be copied easily but you can't copy the tables as it is from the software. Review collected by and hosted on G2.com.

Arif A.

Enterprise (> 1000 emp.)

5/25/2023

"No Code Analytics to make students think like C-Level"

5/5

What do you like best about JMP?

Well Organized Model Building and Reporting Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.

Verified User in Health, Wellness and Fitness

Small-Business (50 or fewer emp.)

5/24/2022

"JMP Software"

4.5/5

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 Review collected by and hosted on G2.com.

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. Review collected by and hosted on G2.com.

Sundarajan K.

Senior Scientist

Small-Business (50 or fewer emp.)

3/8/2023

"My review on JMP Stastistic software"

4.5/5

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 Review collected by and hosted on G2.com.

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 Review collected by and hosted on G2.com.