MathWorks Matlab vs Starburst Enterprise comparison

MathWorks and Starburst are both solutions in the Data Science Platforms category. MathWorks is ranked #17 with an average rating of 9.0, while Starburst is ranked #16 with an average rating of 9.0. MathWorks holds a 1.8% mindshare in Data Science Platforms, compared to Starburst’s 1.7% mindshare. Additionally, 100% of MathWorks users are willing to recommend the solution, compared to 100% of Starburst users who would recommend it.

MathWorks Matlab

Read 5 MathWorks Matlab reviews

1,666 Views
1,616 Comparison Views

100% willing to recommend

Starburst Enterprise

Read 2 Starburst Enterprise reviews

2,389 Views
1,744 Comparison Views

100% willing to recommend

MathWorks Matlab

Starburst Enterprise

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

MathWorks MATLAB and Starburst Enterprise compete in the data analysis and computational software category. MATLAB has the upper hand in comprehensive pricing and customer support, while Starburst Enterprise excels in advanced data features and is preferred for data-intensive environments.

Features: MathWorks MATLAB provides extensive libraries for mathematical computations, an integrated development environment for data analysis, and robust visualization tools. Starburst Enterprise offers distributed data querying, integration capabilities for seamless multi-source access, and query optimization and scalability.

Ease of Deployment and Customer Service: MATLAB offers intuitive installation and a supportive network for quick resolution of complex queries. Starburst Enterprise provides a streamlined deployment process that requires more initial integration effort but offers professional support ensuring smooth operations and consistency.

Pricing and ROI: MathWorks MATLAB has a reasonable setup cost with a substantial return on investment due to its powerful computation tools and comprehensive licensing options. Starburst Enterprise might have higher initial costs, but its return on investment is seen as outstanding because of its effective data asset leveraging capabilities.

To learn more, read our detailed MathWorks Matlab vs. Starburst Enterprise Report (Updated: August 2026).

Buyer's Guide

MathWorks Matlab vs. Starburst Enterprise

August 2026

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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

8.8

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Starburst Enterprise

Ranking in Data Science Platforms

16th

Average Rating

8.6

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Streaming Analytics (19th)

Mindshare comparison

As of August 2026, in the Data Science Platforms category, the mindshare of MathWorks Matlab is 1.8%, up from 1.0% compared to the previous year. The mindshare of Starburst Enterprise is 1.7%, down from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms Mindshare Distribution
Product	Mindshare (%)
Starburst Enterprise	1.7%
MathWorks Matlab	1.8%
Other	96.5%

Data Science Platforms

Featured Reviews

Prof. Dr. Rudolf Bisping

Business Owner at SASS GmbH

Versatile system empowers users with advanced algorithm development and seamless integration capabilities

The application is pretty good, and I don't really complain. For my purposes, MathWorks Matlab is perfect because it's very versatile; it is not out-of-the-box of course, and you have to program everything yourself. If you are experienced enough, you can do many things which other programs, for instance, SPSS, cannot do, as you need to program it—it's a fourth-generation programming language. In the future of MathWorks Matlab, I would appreciate the addition of many AI features, as there are a lot of machine learning capabilities and many AI features in the visual scene, although I don't need those because I use this feature data and don't work on pictures or images. However, you can work on images and can then do deep learning and that stuff, which is one of the real strengths of MathWorks Matlab.

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KamleshPant

Senior Software Architect at USEReady

Connects to any data source from any region and offers unified access

There are no specific projects supported by Starburst regarding AI initiatives or machine learning projects. In the future, if we have all the data available, we can definitely capitalize on AI/ML and LLM capabilities to summarize data and gain insights. That's our future goal, but we haven't reached that point yet. There should be support for REST API data sources to access data from the web. We often have data coming in and communicate with data sources via REST API calls. I don't see that capability in Starburst currently; everything is through JDBC or ODBC. If Starburst could seamlessly access data using REST API capabilities, it would be a game-changer. The self-service data management features, like self-service materialized views, are great, but they can be a bit complex for basic users to understand.

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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 platform's most valuable feature is its field-specific packages, which make it very easy to use."

"This solution is pretty good, I truly enjoy it."

"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."

"What I appreciate about MathWorks Matlab is that it is the most versatile program system I know; there are so many toolboxes which I don't need, as I mostly work with statistics, but it's amazing how many functions there are."

"Making digital twins saves significant time; checking something in simulation is more cost-effective—for instance, with marine engines, we typically need about 10 years of checking to find misfires, but with MathWorks Matlab, we can complete it in one month."

"It's very scalable, fast performing, and supports many catalogs."

"We have noticed improvements in performance using Starburst Enterprise. It handles complex data, including reading and partitioning files. We can add a new catalog to Starburst Enterprise by providing connection details and service account information. This allows us to integrate with existing tools, such as the Snowflake database, which we use for data protection in our project."

Cons

"The cost is a significant concern; while university pricing is reasonable, a cheaper version with fewer libraries would be beneficial."

"To make use of the GPU, you have to have an Nvidia card."

"It is not out-of-the-box of course, and you have to program everything yourself."

"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."

"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."

"There should be support for REST API data sources to access data from the web."

"Starburst Enterprise could improve by offering additional features similar to those provided by other SQL query tools. For example, incorporating functionalities like pivot tables would make it more feasible to use."

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."

"I haven't personally dealt with the pricing aspects first-hand, but from what I understand, it largely depends on the specifics of your setup, especially the machines you use on AWS. The cost of using Starburst Enterprise can vary based on the amount of data you're processing and the type of machines you opt for, whether on AWS or another cloud platform."

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Top Industries

By visitors reading reviews

Construction Company

14%

Comms Service Provider

10%

Computer Software Company

Manufacturing Company

Financial Services Firm

34%

Computer Software Company

Manufacturing Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	4

No data available

Questions from the Community

What is your experience regarding pricing and costs for MathWorks Matlab?

Regarding the pricing part and licensing cost for MathWorks Matlab, it is not cheap, but it depends on the functions you need. You don't need all of them; you may just require a few and then it's r...

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What needs improvement with MathWorks Matlab?

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What is your primary use case for MathWorks Matlab?

I am working with MathWorks Matlab for statistics and machine learning, though I don't know which version I have, but I guess it is 21 or so. I don't care because the things I'm doing haven't chang...

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What needs improvement with Starburst Enterprise?

See all answers

What is your primary use case for Starburst Enterprise?

We use Starburst with one client who is exploring their ecosystem to remove data silos and enable data access across departments. It's a very big ecosystem, like a finance institute. They are curre...

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What advice do you have for others considering Starburst Enterprise?

Starburst requires a heavy investment in infrastructure; it needs heavy computing and storage. If your use case doesn't involve heavy processing or storage, then Starburst might not be the solution...

See all answers

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Product Reports

Buyer's Guide

MathWorks Matlab

August 2026

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Buyer's Guide

Data Science Platforms

August 2026

Download Starburst Enterprise product report

Overview

MathWorks Matlab provides powerful algorithm testing capabilities and supports matrix calculations and toolboxes. It integrates with older systems and offers a visual system modeling environment in Simulink. Users appreciate its versatility and ability to create custom libraries for research projects.

MathWorks Matlab supports algorithm development and system modeling with seamless integration with C and Java. It is popular in educational and engineering contexts for its digital twins, mathematical modeling, and digital signal processing. Users in fields like automotive sector rely on Matlab's robust packages and libraries, though there is room for improvement in support and GPU compatibility. The cost and reliance on add-ons can be significant concerns, along with challenging syntax and limited learning resources.

What are the key features of MathWorks Matlab?

Algorithm Testing: Facilitates testing with matrix calculations.
Toolbox Versatility: Offers a broad range of toolboxes and functions.
Simulink Integration: Provides visual modeling for engineering disciplines.
Custom Libraries: Allows creation of tailored libraries for projects.
System Compatibility: Supports older systems and integrates with C and Java.

How does MathWorks Matlab provide benefits and ROI?

Time Savings: Digital twins lead to significant efficiency gains.
Research Reliability: User-friendly design supports R&D projects.
Robust Modeling: Facilitates automation and embedded coding.
Industry Support: Strong packages for specific fields enhance productivity.

MathWorks Matlab is implemented in educational and engineering settings, providing critical support for testing algorithms and data modeling. It's extensively used in the automotive sector for machine learning, statistics, and model-based development. Matlab and Simulink allow users to switch focus based on project needs, offering robust solutions for tasks like algorithm development and digital signal processing.

MathWorks

Starburst Enterprise optimizes data processing for businesses, offering a robust platform tailored for efficient data handling. Ideal for tech-savvy audiences, it powers seamless data analysis and management.

Starburst Enterprise provides an advanced infrastructure that simplifies querying massive data sets from a variety of sources. Its integration capabilities allow users to access and analyze data without extensive data movement, ensuring cost-effective operations and speedy insights. Businesses can leverage comprehensive data analytics strategies, significantly enhancing their decision-making processes while minimizing latency.

What are the key features of Starburst Enterprise?

Data Federation: Connects disparate data sources without consolidation.
High-Performance Query: Delivers fast, interactive SQL analytics even on diverse data sets.
Security and Access Control: Ensures data is protected with robust security protocols and user management systems.
Scalability: Capable of handling increasing workloads efficiently.

What benefits and ROI should users look for?

Cost Efficiency: Reduces data warehousing costs by querying data at its source.
Time Savings: Accelerates data access and query responses, improving productivity.
Scalability: Supports growing data needs effortlessly, reducing infrastructure investments.

In industries like finance and retail, Starburst Enterprise is implemented to streamline big data operations, enhance customer experiences, and facilitate better risk management. Its ability to integrate with existing infrastructures allows for seamless adoption into company operations, delivering substantial analytical advantages.

Starburst

Buyer's Guide

MathWorks Matlab vs. Starburst Enterprise

August 2026

Free Report: MathWorks Matlab vs. Starburst Enterprise

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