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
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
Best Alternatives
JMPRational BI
Small Businesses
IBM SPSS Statistics
IBM SPSS Statistics
Score 7.8 out of 10
Supermetrics
Supermetrics
Score 10.0 out of 10
Medium-sized Companies
Alteryx Platform
Alteryx Platform
Score 8.9 out of 10
Supermetrics
Supermetrics
Score 10.0 out of 10
Enterprises
Alteryx Platform
Alteryx Platform
Score 8.9 out of 10
Dataiku
Dataiku
Score 7.6 out of 10
All AlternativesView all alternativesView all alternatives
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.
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  • 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.
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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