JMP vs. Rational BI

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
JMP
Score 9.2 out of 10
N/A
JMP® is statistical analysis software with capabilities that span from data access to advanced statistical techniques, with click of a button sharing. The software is interactive and visual, and statistically deep enough to allow users to see and explore data.
$1,320
per year per user
Rational BI
Score 7.7 out of 10
Enterprise companies (1,001+ employees)
Rational BI provides analytics, data science and business intelligence in an analytical platform that connects to databases, data files and cloud drives including AWS and Azure data sources, enabling users to explore and visualize data. Users can build real-time notebook-style reports directly in a web browser with JavaScript and SQL with direct and live connections to data. Filter and query data with an SQL database embedded in the client, without network…
$0
single user
Pricing
JMPRational BI
Editions & Modules
JMP
$1320
per year per user
Free
$0
single user
Professional
$129
single user
Enterprise
Varies
single user
Offerings
Pricing Offerings
JMPRational BI
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeOptional
Additional DetailsBulk discounts available.Additional cost per extra user (varies by edition)
More Pricing Information
Community Pulse
JMPRational BI
Considered Both Products
JMP
Chose JMP
Much better than Excel for deep data dives, but also much steeper learning curve. And the cost is significantly higher - Excel is provided by default, but we have to request a JMP license each year.
Chose JMP
It is great because it has UI menus but it costs money whereas the other programs are free. That makes it ideal for beginners but I think that RStudio and Python are going to make someone a lot more marketable for future opportunities since most companies won't pay for the …
Chose JMP
JMP is superior to the MS Excel product in its graphical presentation and graphical exploration platforms. It has minor deficiencies in the lack of a 'goal seek' formula (although one can sort of get to this using the simulation platforms in some of the higher level ML …
Chose JMP
Compared to other, similar programs, JMP is outstanding in ease of use and ability to be used by almost anyone across an organization. It is more fluid, user friendly, and, most importantly, requires no coding experience. The only two areas where it is not as good as …
Chose JMP
JMP is more user-friendly, in my opinion, as it doesn't require any coding or searching for hours into cryptic folders for the analysis you want to perform. It is also very good for recording large data sets. Moreover, it is compatible with Microsoft Excel.
Chose JMP
For me, JMP is the best and easy way to run regressions. I wouldn't use it for other more advanced models. I decided to use it because we got it for free since we are technically an academic institution.
Chose JMP
I have only used STATA as a statistical package, and they are completely different tools. JMP has a much better layout and ease of use, but may not be as powerful as STATA for advanced processes. Overall speed and ease of use makes it like a combination of ms excel and stata …
Chose JMP
For what it does, it has better value and is easier to train other users to use.
Chose JMP
We actually use both JMP and IBM SPSS, but I think JMP's complexity lends itself to more in-depth statistical analyses. SPSS is designed for that as well, but we tend to use it more for quicker analyses, and we have found that JMP is far more powerful.
Chose JMP
Minitab, MODE. JMP is more user-friendly, interactive, and visual, with larger variety of analysis and tools. DOE platform itself is superior to any other software, instead of fitting the problem to classical design, the design is fitted to any problem and constraints.
Chose JMP
MS Excel is good for manipulating data and providing flexible data arrays, but has serious deficiencies in its graphical displays and analytic capabilities. This is where JMP has its greatest advantages...see some of my previous comments, but I see these software applications …
Chose JMP
Compared to:
MSExcel - Useful from engineering data analysis perspective
Matlab - cost/ expensive licensing
Chose JMP
I choose JMP because I can accomplish various analyses in one place (no need to move my data around). JMP also can handle huge data sets.
Chose JMP
I much prefer the ability to code my programs which is the main method used in both SAS and R. These software choices allow for quicker, more efficient, and more advanced analysis techniques. The one area that JMP is above these is in graphics and visual displays of data. JMP …
Chose JMP
Well, JMP is excellent for statistical analysis. So, this product it is well used for statistical analysis and data analytics.
Chose JMP
As I stated before, you can use Excel to do many similar things to JMP; you can even use SAS to create graphs without having to do any sort of exporting. If you use SAS, however, you know these graphs are hideous, and sometimes using an Excel graphs makes you look like you are …
Chose JMP
JMP is fast and powerful but little costly than others. But good return for money.
Chose JMP
Preference to JMP is driven more by my personal affinity for SAS and its application capabilities.
Chose JMP
I heard good things from colleagues who have used JMP. We did not get too far down the SPSS route before we decided to go with JMP because of price and perceived benefit from my colleague's advice.
Chose JMP
JMP simply excels against its competitors and the best way we know that is from our clients who have switched from other products. They recognize that their analytical capabilities are much higher with JMP then with whatever tools they used in the past. The ability to integrate …
Chose JMP
JMP is more powerful in terms of data graphing, correlation analysis, profiler capability, and DOE functionality.
Chose JMP
JMP is better with visual data representation, and as a general statistics exploration package. Technical needs like Design of Experiments are just easier to do in JMP
Chose JMP
MS Excel with AnalysisToolPak provides a home-grown solution, but requires a high degree of upkeep and is difficult to hand off. Minitab is the closes competitor, but JMP is better suited to the production environment, roughly equivalent in price, and has superior support.
Rational BI
Chose Rational BI
Rational BI allows a deeper data analysis with respect to the other software I experimented with. The velocity to perform the analysis is similar to the other one. The predictive analysis could be very useful, but at the moment I do not use it in my activities. Dashboards are …
Chose Rational BI
Rational BI offers richer data visualization components when compared to other BI products. It is visualization options are much more broader and can be complimented by on JavaScript graphic libraries available on the web. It also offers high performance and faster page load …
Chose Rational BI
Today there are many companies providing BI solutions, and generally, I think Microsoft Power BI is the easiest go-to solution as it is part of the Office365 software. However all software solutions have their limitations, advantages, and disadvantages, but sometimes you don't …
Chose Rational BI
Rational BI is one of the leading business intelligence software products. Ease of use is imperative when bringing on a new software product, you want your folks to have a very low learning curve. The rationale is pretty easy right out of the box, I like the fact that …
Features
JMPRational BI
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
JMP
-
Ratings
Rational BI
8.3
Ratings
1% below category average
Pixel Perfect reports00 Ratings7.60 Ratings
Customizable dashboards00 Ratings8.70 Ratings
Report Formatting Templates00 Ratings8.50 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
JMP
-
Ratings
Rational BI
8.3
Ratings
4% above category average
Drill-down analysis00 Ratings7.70 Ratings
Formatting capabilities00 Ratings8.20 Ratings
Integration with R or other statistical packages00 Ratings8.00 Ratings
Report sharing and collaboration00 Ratings9.20 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
JMP
-
Ratings
Rational BI
9.0
Ratings
6% above category average
Publish to Web00 Ratings9.00 Ratings
Publish to PDF00 Ratings9.00 Ratings
Report Versioning00 Ratings8.60 Ratings
Report Delivery Scheduling00 Ratings9.20 Ratings
Delivery to Remote Servers00 Ratings9.30 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
JMP
-
Ratings
Rational BI
8.2
Ratings
1% above category average
Pre-built visualization formats (heatmaps, scatter plots etc.)00 Ratings8.20 Ratings
Location Analytics / Geographic Visualization00 Ratings8.30 Ratings
Predictive Analytics00 Ratings7.90 Ratings
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User Ratings
JMPRational BI
Likelihood to Recommend
9.0
(0 ratings)
7.7
(0 ratings)
Likelihood to Renew
10.0
(0 ratings)
-
(0 ratings)
Usability
8.0
(0 ratings)
8.7
(0 ratings)
Availability
10.0
(0 ratings)
-
(0 ratings)
Performance
10.0
(0 ratings)
-
(0 ratings)
Support Rating
9.2
(0 ratings)
7.7
(0 ratings)
Online Training
7.9
(0 ratings)
-
(0 ratings)
Implementation Rating
9.6
(0 ratings)
-
(0 ratings)
Product Scalability
10.0
(0 ratings)
-
(0 ratings)
User Testimonials
JMPRational BI
Likelihood to Recommend
Many organizations have seen their analytical capabilities, and the results from them, plateau. Of these, we've observed, that most of them didn't appreciate that they could do (even) better. These companies should definitely consider JMP. Any company that is research-based can benefit from accelerating their research, learning more in less time, effort and cost, with JMP's tools. Basically, any organization that is hungry enough for improvement to seek out better ways is suitable for JMP. Those who are happy with their current performance are not likely to consider the changes, though they were not major impediments by our clients, required.
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Rational BI allows managing data analysis coming from different projects in order to create useful reports and dashboards. I usually set up automatically scheduled reports. All the stakeholders can easily share a rational view with the possibility to filter between the interesting arguments. Sometimes different user profiles could be needed, optimize the view.
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Pros
  • Graphs are more detail-oriented and contain statistical inferences.
  • Everything is drag and drop. Pretty much easy to use and handle and also to learn.
  • Importing and exporting the results are easy and they can be attached with any other tool for processing.
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  • Provides high performance embedded analytics
  • Seamless integration to import and export data
  • Rich features for data visualization
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Cons
  • Loading a large amount of data is very tedious as it takes a lot of time and it crashes very frequently.
  • I dislike the limited options they have in terms of statistical models or analysis tools.
  • Variable value designation is a big problem in JMP, the software fails to recognize the type of data when it comes to the numeric value.
Read full review
  • Documentation for new users could be better. Sometimes it's hard for my users that are not that skilled in IS/IT to set up data connectors are understand the dynamics of data sources.
  • I have used several other BI solutions as well, and their GUI is okay, but surely there is also room for improvement here. Not all things are made entirely logically.
  • Understanding their price structure. Generally, their website looks nice, but it's not very informative when it comes to pricing, and support options. I really miss some kind of transparency and overview.
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Likelihood to Renew
I've mentioned this earlier, but the licensing agreements are very prohibitive. I work with a company where my role has become less and less doing my own analytics and more and more trying to help other people in that role. As we are bringing more people "up to speed" it's hard to justify licenses for 2-3 people when they aren't full time, Six Sigma black belts just looking at stats all day. A floating license option would make this a no-brainer, since these people could continue their other work and add JMP usage as they grow their skills, but this is not something JMP/SAS has offered.
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No answers on this topic
Usability
The GUI interface makes it easier to generate plots and find statistics without having to write code. The JSL scripting is a bit of a steep learning curve but does give you more ability to customize your analysis. Overall, I would recommend JMP as a good product for overall usability.
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Rational BI allows managing data analysis coming from different projects. The outputs are one or more reports, that can be delivered automatically to the stakeholders or other communication media inside the organization. Nice dashboards help to describe and analyze data. Sometimes different user profiles could be needed, optimize the view.
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Support Rating
The helpful tips are great for new users. I am always able to find solutions to a tool I am working with through the hep section. And my area has a users group that meets each quarter to share ideas and view upcoming JMP revisions.
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I haven't had to use support to date for this product.
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Online Training
I have not used your online training. I use JMP manuals and SAS direct help.
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No answers on this topic
Alternatives Considered
We actually use both JMP and IBM SPSS, but I think JMP's complexity lends itself to more in-depth statistical analyses. SPSS is designed for that as well, but we tend to use it more for quicker analyses, and we have found that JMP is far more powerful.
Read full review
Today there are many companies providing BI solutions, and generally, I think Microsoft Power BI is the easiest go-to solution as it is part of the Office365 software. However all software solutions have their limitations, advantages, and disadvantages, but sometimes you don't need the perfect solution. You just need a solution that delivers 80-90 percent of the full potential to reach your goal and in this scope, we were really happy with Rational BI.
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Return on Investment
  • JMP has resulted in literally millions of dollars in ROI due to identification of correctable errors.
  • Use of JMP control charts JMP has greatly simplified and improved interpretation of Lean, FMEA, and PDSA type analyses.
  • Use of JMP has enable the testing and subsequent selection of 'best practices' saving uncounted hours in false starts based on 'collective experience'.
  • The down side is that JMP is not a 'magic box', one still has to take care in applying the tools properly. Moreover, time-consuming approaches using JMP may still be the 'order of the day', because the service (even power user) is unaware of significant shortcuts available for free on the JMP community website.
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  • Allows folks to work on other items as reporting is done in the background.
  • Scheduling and delivery of reports with one click.
  • Single pane of management.
  • Ease of use.
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ScreenShots

JMP Screenshots

Screenshot of in JMP, how all graphical displays and the data table are linked.Screenshot of a few designed experiments, for more understanding and maximum impact. Users can understand cause and effect using statistically designed experiments — even with limited resources.Screenshot of an example of Predictive Modeling in JMP Pro's Prediction Profiler, used to build better models for more confident decision making.Screenshot of example outputs, built with tools designed for quality and reliability.

Rational BI Screenshots

Screenshot of Modern Business IntelligenceScreenshot of Drag-and-drop InsightsScreenshot of Accessible for everyone, power when you need itScreenshot of Beautiful analytics on every screen and deviceScreenshot of Scheduled reporting: Broadcast your findings to everyoneScreenshot of Connect all your data no matter where it lives