[Home](https://www.selecthub.com/) \> [Business Intelligence](https://www.selecthub.com/category/business-intelligence/) \> [Statistical Analysis Software](https://www.selecthub.com/c/statistical-analysis-software/) \> [Stata](https://www.selecthub.com/p/statistical-analysis-software/stata/) \> Stata vs JMP 

# Stata vs JMP 

Last Updated: September 7th, 2026 

Our analysts compared [Stata](https://www.selecthub.com/p/statistical-analysis-software/stata/) vs [JMP](https://www.selecthub.com/p/statistical-analysis-software/jmp/) based on data from our 400+ point analysis of [Statistical Analysis Software](https://www.selecthub.com/c/statistical-analysis-software/), user reviews and our own crowdsourced data from our [free software selection platform](https://www.selecthub.com/about/start-free-selection-project-site/?category=Statistical Analysis Software&cta=statistical-analysis-software). 

[Overview](#product-overview) [Pricing](#product-pricing) [Our Review](#product-analyst-summary) [User Ratings](#user-sentiment-section) [Features](#product-benefits-features) [Screenshots](#product-screenshots) 

Remove Add to Compare 

[![Stata Software Tool](https://cdn.selecthub.com/products/85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b/resources/normal/logo.png?1693318070)](https://www.selecthub.com/p/statistical-analysis-software/stata/)

Remove Add to Compare 

[![JMP Software Tool](https://cdn.selecthub.com/products/89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1/resources/normal/logo.png?1740679479)](https://www.selecthub.com/p/statistical-analysis-software/jmp/)

[ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Statistical+Analysis+Software&product%5Fname=Stata&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b%2Fresources%2Fnormal%2Flogo.png%3F1693318070) [Demo](https://pmo.selecthub.com/get-product-demo/?category=Statistical+Analysis+Software&product%5Fname=Stata&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b%2Fresources%2Fnormal%2Flogo.png%3F1693318070) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Statistical+Analysis+Software&product%5Fname=Stata&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b%2Fresources%2Fnormal%2Flogo.png%3F1693318070&price=4) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Statistical+Analysis+Software&product%5Fname=Stata&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b%2Fresources%2Fnormal%2Flogo.png%3F1693318070&price=4) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Statistical+Analysis+Software&product%5Fname=JMP&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1%2Fresources%2Fnormal%2Flogo.png%3F1740679479) [Demo](https://pmo.selecthub.com/get-product-demo/?category=Statistical+Analysis+Software&product%5Fname=JMP&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1%2Fresources%2Fnormal%2Flogo.png%3F1740679479) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Statistical+Analysis+Software&product%5Fname=JMP&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1%2Fresources%2Fnormal%2Flogo.png%3F1740679479&price=5) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=Statistical+Analysis+Software&product%5Fname=JMP&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1%2Fresources%2Fnormal%2Flogo.png%3F1740679479&price=5) 

### Products Insights 

Product Ranking 

## #2

among all   
Statistical Analysis Software

## #3

among all   
Statistical Analysis Software

[Find out who the leaders are](https://pmo.selecthub.com/request-custom-scorecard?post%5Ftype=auto%5Fvs%5Farticle&category%5Fslug=statistical-analysis-software&product%5Fslug=stata&category=Statistical+Analysis+Software) 

Price Starts From 

$990/User, Annually 

[Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Stata&category=Statistical Analysis Software&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/85ea6fd7a2ca3960d0cf5201933ac998-d4273277c1036e3384b193752181d78b/resources/normal/logo.png?1693318070) 

$1/User, Annually 

[Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=JMP&category=Statistical Analysis Software&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/89d9c467c2926de8ef12d1f3e006d06b-e46c4d2d67d2d02ec284680f3ed18bc1/resources/normal/logo.png?1740679479) 

Pros 

What we like about Stata and JMP: 

**User-Friendly Interface:** User reviews commonly cite that Stata is easy to use, especially for those familiar with statistical analysis. 

**Comprehensive Statistical Features:** Stata is lauded for its extensive suite of statistical tools, enabling users to perform both basic and advanced analyses. 

**Strong Data Manipulation:** Users highlight Stata's capability to efficiently handle complex data manipulation tasks, a crucial aspect of preparing data for analysis. 

**Effective Data Visualization:** Stata provides tools to create insightful visualizations, allowing users to represent their data graphically. 

**User-Friendly Interface:** User reviews consistently highlight JMP's intuitive design and ease of use, making it accessible for both novice and experienced analysts. 

**Interactive Data Visualization:** JMP excels in creating dynamic and visually appealing charts and graphs, enabling users to explore data, identify trends, and communicate findings effectively.

**Comprehensive Statistical Analysis:** The software offers a wide array of statistical tools, from basic analysis to advanced modeling techniques, catering to diverse analytical needs.

**Efficient Data Handling:** Users appreciate JMP's ability to manage and manipulate data efficiently, surpassing Excel in areas such as data recoding and merging.

Cons 

What we dislike about Stata and JMP: 

**Cost:** As a commercial software, Stata requires expensive licenses, which can be prohibitive for individuals or organizations with budget constraints, especially when open-source alternatives are available.

**Flexibility:** While user-friendly, Stata may not offer the same level of flexibility as open-source programming languages like R, particularly for users who need to implement highly customized or specialized analyses.

**Cost:** User reviews consistently mention the high cost of JMP as a barrier, especially for smaller businesses or those with limited budgets.

**Initial Learning Curve:** While considered user-friendly, some users point out that there can be a learning curve for those unfamiliar with statistical software, requiring an initial investment of time for familiarization.

### Our Review 

 Is Stata the statistical software that really "gets" your data? Users praise Stata for its intuitive design and comprehensive features, making complex statistical analysis a breeze. They particularly appreciate its robust capabilities in handling sophisticated analyses, such as time-series analysis and panel data analysis, which are crucial for fields like econometrics and social sciences. For instance, one user highlighted Stata's proficiency in managing survey data with stratified samples and clustering, a feature not easily replicated in other software.Stata supports multiple datasets in memory as of Stata 16 (2019), later than most tools in the category—SPSS added the capability in 2005, and R and Python never had the constraint. Stata's version includes linked frames and alias variables, which let one dataset reference another's variables without duplicating data in memory. However, some users find Stata's commercial licensing model to be a bit pricey, especially for individual users or those on a tight budget. Overall, Stata emerges as the go-to tool for researchers and data analysts who require a potent and dependable statistical analysis software. Its strength lies in its ability to effortlessly handle complex statistical methodologies, making it particularly well-suited for professionals in fields requiring advanced statistical modeling and analysis, such as econometrics, social sciences, and public health. 

Show more 

 How do you make a data set jump for joy? By analyzing it with JMP, of course! User reviews from the last year indicate that JMP is a powerful statistical analysis software that excels in ease of use and data visualization capabilities. Users rave about its intuitive interface, making it accessible even for those without extensive coding experience, unlike software like R or SAS. For instance, one user mentioned, "JMP is easy to use for experienced users, and is relatively easy to learn," highlighting its user-friendly design. However, some users point out that while the basics are easy to grasp, mastering the advanced features might require a steeper learning curve. A particular strength of JMP is its interactive and graphical approach to data analysis, allowing users to easily identify patterns and trends. This stands in contrast to more code-heavy alternatives, where visualizing data might require additional effort. One user praised JMP's ability to "quickly deliver presentations from visualizations generated from dashboards," emphasizing its strength in data presentation. While JMP receives high praise for its capabilities, some users find the pricing to be a bit steep, particularly for smaller businesses. Despite this, many users believe that the software's comprehensive features and user-friendliness justify the cost, making it a worthwhile investment for organizations of all sizes. In conclusion, JMP appears to be best suited for researchers, analysts, and anyone who needs to analyze and visualize data effectively without getting bogged down by complex coding. Its intuitive design, coupled with its powerful statistical tools, makes it a valuable asset for both beginners and experienced data professionals seeking to unlock insights from their data. 

Show more 

### User Sentiment Summary 

Stata has a user sentiment rating of 89 based on 155 reviews. JMP has a user sentiment rating of 92 based on 90 reviews. 

![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 155 reviews 

![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 90 reviews 

Synopsis 

Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 

89% 

of users recommend this product

Stata has a 'great' User Satisfaction Rating of 89% when considering 155 user reviews from 1 recognized software review sites. 

92% 

of users recommend this product

JMP has a 'excellent' User Satisfaction Rating of 92% when considering 90 user reviews from 2 recognized software review sites. 

User Review Scores 

**Software Advice, Inc** 

**4.46** (155) 

**4.58** (45) 

**Capterra Inc** 

n/a 

**4.6** (45) 

### Awards 

SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. 

No awards.

JMP stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. 

![User Favorite Award]()

### Product Assistance 

Training Resources 

Documentation

In Person

Live Online

Videos

Webinars

Documentation

In Person

Live Online

Videos

Webinars

Support 

Email

Phone

Chat

FAQ

Forum

Help Desk

Knowledge Base

Tickets

Training

24/7 Live Support

Email

Phone

Chat

FAQ

Forum

Help Desk

Knowledge Base

Tickets

Training

24/7 Live Support

### Product Basics 

Company Size 

i 

Small

Medium

Large

Small

Medium

Large

Platforms Supported 

Windows

Mac

Linux

Android

Chromebook

Windows

Mac

Linux

Android

Chromebook

Deployment Supported 

Cloud

On-Premise

Mobile

Cloud

On-Premise

Mobile

Comparison of Top Alternatives 

[Stata Alternatives ](https://www.selecthub.com/statistical-analysis-software/stata/alternatives/) 

[JMP Alternatives ](https://www.selecthub.com/statistical-analysis-software/jmp/alternatives/) 

### Screenshots 

![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() 

![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() 

### Key Features 

* **Easy Import and Export of Data:** Users can import and export data from a myriad of formats, including XLS, CSV, spreadsheets, SQL sources, ASCII files, text, etc. Stata can also import files from SAS or SPSS, ensuring that it has compatibility with other popular statistical software.
* **Comprehensive Statistical Analysis:** Stata can provide users all the statistics functions they need to perform data science, including but not limited to linear models, panel/longitudinal data, time series analysis, survival analysis, Bayesian analysis, selection models, choice models, extended regression models, generalized linear models, finite mixture models, spatial autoregressive models, nonlinear regression and more.
* **Predictive Analysis:** Stata helps users anticipate the future. It has lasso tools that allow users to predict outcomes, characterize groups and patterns and perform inferential statistics on data.
* **Data Visualization:** Users can create customizable bar charts, box plots, histograms, spike plots, pie charts, scatterplots, dot charts and more. With a graph editor, users can customize how their visualizations look, by adding, moving, modifying or removing elements, with the option to record changes and apply those edits to other graphs. Users can also write scripts to produce graphs en masse in a reproducible manner. Graphics can be exported to a variety of formats: EPS or TIFF for publication, PNG or SVG for online distribution, or PDF for viewing and sending.
* **Task Automation:** Either with built-in procedures or self-written scripts, users can automate common tasks such as creating certain kinds of variables, producing specific tables, or performing a sequence of analyses. Users can then extend the benefits to their colleagues or all Stata users by turning their automation scripts into Stata commands that can be used in the same way as official Stata commands.

Show More 

* **Data Cleaning:** Merge the data into a single file by performing intelligent and interactive table joins. Screen for outliers, spot error codes or missing values, create derived variables and bin continuous data into discrete categories. Leverage a visual interface to perform data cleaning.
* **Data Visualization:** Use the graph builder to explore the data dynamically. Use drag-and-drop capabilities to create intuitive graphical displays. Drag variables, choose suitable graph elements from an icon palette, customize the display and add background maps.
* **Data Analysis:** Leverage the distribution platform to create histograms and box plots. Display summary statistics and conduct one and two-sample t-tests, ANOVA, regression and non-parametric tests.
* **Text Exploration:** Perform word and phrase extraction, create summaries and visualize and organize words to unearth latent information in unstructured text data. Use the RegEx interface to create and store custom expressions for words extracted from email addresses, currency, phone numbers and more.
* **What-If Analysis:** Gauge predicted response patterns and how each factor affects them. Define desirability functions for responses and find optimal factor settings to maximize outcomes across the responses. Predict risks when response distributions are uncertain with Monte Carlo simulation techniques.

Show More 

### Top Alternatives in Statistical Analysis Software 

[  Analyse-it ](https://www.selecthub.com/p/statistical-analysis-software/analyse-it/) [  DataMelt ](https://www.selecthub.com/p/statistical-analysis-software/datamelt/) [  GraphPad Prism ](https://www.selecthub.com/p/statistical-analysis-software/graphpad-prism/) [  JMP ](https://www.selecthub.com/p/statistical-analysis-software/jmp/) [  Minitab ](https://www.selecthub.com/p/statistical-analysis-software/minitab/) [  NCSS ](https://www.selecthub.com/p/statistical-analysis-software/ncss/) [  SAS STAT ](https://www.selecthub.com/p/statistical-analysis-software/sas-stat/) [  Scilab ](https://www.selecthub.com/p/statistical-analysis-software/scilab/) [  SPSS Statistics ](https://www.selecthub.com/p/statistical-analysis-software/spss-statistics/) [  TIBCO Data Science ](https://www.selecthub.com/p/statistical-analysis-software/tibco-data-science/) 

### Related Categories 

Stata and JMP can also be found with other leading products in these categories: 

[Business Intelligence Tools ](https://www.selecthub.com/c/business-intelligence-tools/) 

[Data Integration Tools ](https://www.selecthub.com/c/data-integration-tools/) 

Show more 

[Business Intelligence Tools ](https://www.selecthub.com/c/business-intelligence-tools/) 

Show more 

### Head-to-Head Comparison 

![Stata Software Tool]() 

![GraphPad Prism Software Tool]() 

[Stata VS GraphPad Prism](https://www.selecthub.com/statistical-analysis-software/stata-vs-graphpad-prism/) 

![Stata Software Tool]() 

![JMP Software Tool]() 

[Stata VS JMP](https://www.selecthub.com/statistical-analysis-software/stata-vs-jmp/) 

![Stata Software Tool]() 

![Minitab Software Tool]() 

[Stata VS Minitab](https://www.selecthub.com/statistical-analysis-software/minitab-vs-stata/) 

![Stata Software Tool]() 

![NCSS Software Tool]() 

[Stata VS NCSS](https://www.selecthub.com/statistical-analysis-software/stata-vs-ncss/) 

![Stata Software Tool]() 

![Scilab Software Tool]() 

[Stata VS Scilab](https://www.selecthub.com/statistical-analysis-software/stata-vs-scilab/) 

![Stata Software Tool]() 

![SPSS Statistics Software Tool]() 

[Stata VS SPSS Statistics](https://www.selecthub.com/statistical-analysis-software/stata-vs-spss-statistics/) 

**About SelectHub (and our data)** 

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WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more...

![SelectHub Products Reporting and Analytics]() 

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**Tier 1:**  
Fully/moderately supported out-of-the-box allowing for quick and easy deployment.  
Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. 

**Tier 2:**  
Supported with workarounds or add-ons that may require additional costs.  
Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. 

**Tier 3:**  
Requires partner integrations or custom development that is often at an additional cost.  
Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 

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