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MathWorks Matlab vs TIBCO Data Science comparison

MathWorks and TIBCO are both solutions in the Data Science Platforms category. MathWorks is ranked #17 with an average rating of 9.0, while TIBCO is ranked #24. MathWorks holds a 0.5% mindshare in Data Science Platforms, compared to TIBCO’s 0.6% mindshare. Additionally, 100% of MathWorks users are willing to recommend the solution, compared to 100% of TIBCO users who would recommend it.
MathWorks Matlab
Read 3 MathWorks Matlab reviews
  • 622 Views
  • 468 Comparison Views
100% willing to recommend
TIBCO Data Science
Read 4 TIBCO Data Science reviews
  • 346 Views
  • 279 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

TIBCO Data Science and MathWorks Matlab are competitive in data analysis platforms. TIBCO is noted for better pricing and customer support, while Matlab is preferred for its superior features.

Features: TIBCO Data Science offers predictive analytics, machine learning integration, and visual workflows to simplify complex model creation. MathWorks Matlab includes advanced algorithms, extensive toolboxes, and integration capabilities supporting complex technical computing tasks. Matlab is ideal for professionals requiring deep engineering analysis, while TIBCO is preferred for ease of use in business analytics.

Ease of Deployment and Customer Service: TIBCO Data Science's cloud-native architecture allows seamless integration into business environments with comprehensive customer support. MathWorks Matlab focuses on on-premise deployment with extensive documentation and a robust support structure, catering to technical and engineering settings.

Pricing and ROI: TIBCO Data Science presents a cost-effective setup with a quicker ROI in business analytics settings. MathWorks Matlab involves a higher initial investment justified by comprehensive engineering and data analysis capabilities, providing higher ROI for technical enterprises. TIBCO is attractive for companies with budget constraints, while Matlab appeals to organizations prioritizing technical depth.

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To learn more, read our detailed MathWorks Matlab vs. TIBCO Data Science Report (Updated: January 2025).
Buyer's Guide
MathWorks Matlab vs. TIBCO Data Science
January 2025
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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

MathWorks Matlab
Ranking in Data Science Platforms
17th
Average Rating
8.6
Reviews Sentiment
6.5
Number of Reviews
3
Ranking in other categories
No ranking in other categories
TIBCO Data Science
Ranking in Data Science Platforms
24th
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2025, in the Data Science Platforms category, the mindshare of MathWorks Matlab is 0.5%, down from 0.9% compared to the previous year. The mindshare of TIBCO Data Science is 0.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms
 

Featured Reviews

Neha Wanjari - PeerSpot reviewer
Has Simulink feature which helps with visual representations
The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product. The solution's UI has greatly supported my development process. I would rate it an eight point five out of ten for its user interface. It's easy to explain how a system works, especially if I've created a model in the Simulink environment. Integrating it with other languages or tools has always benefited my projects. Even though I've only used two languages, it has been advantageous overall.
Read full review
VS
A straightforward initial setup and good reporting but needs better documentation
It would be ideal if it could be put onto the NMP where you can make more of an analysis. Right now, people don't have enough time to go through the report and make an analysis. It should provide the information of what is on the report into some kind of a dialogue form. Then, a person can ask certain questions and it could interactively give the required report. In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues. If you are doing certain operations of RDBMS, you suffer in terms of the latency of the data. That can be improved upon. Users should be able to cross tables of the web pages they are developing on Spotfire and this needs to be really easy and convenient. Right now, you need to do a lot of tweaks. The solution should be more user-friendly and require fewer tweaks, extensions, and workarounds.
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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."
"The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product."
"The platform's most valuable feature is its field-specific packages, which make it very easy to use."
"The idea that you don't have to generate reports each day but they are sent automatically is great."
"The most valuable feature is the ease of setting up visualizations."
"We like the way we can drill down into each report to get back data on each project. From the portfolio level, I can see what is happening on it. That is a really important feature. I can look at indirect costs, for example, which are hitting each CIO portfolio. It's good to be able to see actual resources in terms of time as well as cost."
"The most valuable feature is the performance."
 

Cons

"To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."
"One area where the product could improve is in the ease of learning."
"In the area of improvement, sometimes there are issues with the speed of MathWorks Matlab, particularly in the Simulink environment. The tool's latest versions can be slow to open, taking significant time to load. Additionally, saving data and integrating models can also be time-consuming processes."
"I would like the visualization for the map of countries to be more easily configurable."
"In terms of performance, I can see there are some issues when you are working with big data. When we are taking it from the Data Lake, we have a lot of issues."
"Additional templates would help to get things moving more quickly in terms of getting the reports out."
"The scripting for customization could be improved."
 

Pricing and Cost Advice

"We have a single user license. Support and add-ons are an extra fee."
"The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license."
Information not available
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Top Industries

By visitors reading reviews
Manufacturing Company
11%
University
11%
Educational Organization
10%
Computer Software Company
9%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What do you like most about MathWorks Matlab?
The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see...
See all answers
What is your experience regarding pricing and costs for MathWorks Matlab?
The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license.
See all answers
What needs improvement with MathWorks Matlab?
One area where the product could improve is in the ease of learning. The syntax can be challenging for first-time programmers or those unfamiliar with specialized languages. Also, while the communi...
See all answers
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Product Reports

Buyer's Guide
Data Science Platforms
January 2025
MathWorks Matlab reportDownload MathWorks Matlab product report
Buyer's Guide
Data Science Platforms
January 2025
TIBCO Data Science reportDownload TIBCO Data Science product report
 

Also Known As

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Alpine Data Chorus
 

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MathWorks
TIBCO
 

Overview

Information not available

TIBCO Spotfire Data Science is an enterprise big data analytics platform that can help your organization become a digital leader. The collaborative user-interface allows data scientists, data engineers, and business users to work together on data science projects. These cross-functional teams can build machine learning workflows in an intuitive web interface with a minimum of code, while still leveraging the power of big data platforms.

 

Sample Customers

Information Not Available
Havas Media, Tipping Point Community, eviCore
Buyer's Guide
MathWorks Matlab vs. TIBCO Data Science
January 2025
Free Report: MathWorks Matlab vs. TIBCO Data Science
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