Dremio vs MathWorks Matlab comparison

Dremio and MathWorks are both solutions in the Data Science Platforms category. Dremio is ranked #11 with an average rating of 8.7, while MathWorks is ranked #14 with an average rating of 9.0. Dremio holds a 2.3% mindshare in Data Science Platforms, compared to MathWorks’s 1.6% mindshare. Additionally, 100% of Dremio users are willing to recommend the solution, compared to 100% of MathWorks users who would recommend it.

Dremio

Read 11 Dremio reviews

3,361 Views
1,983 Comparison Views

100% willing to recommend

MathWorks Matlab

Read 5 MathWorks Matlab reviews

779 Views
756 Comparison Views

100% willing to recommend

Dremio

MathWorks Matlab

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 9, 2025

MathWorks Matlab and Dremio are competitive products in data analysis and analytics. Dremio seems to have an advantage due to its faster data processing capabilities and real-time insights.

Features:MathWorks Matlab provides a wide range of advanced mathematical functions, toolboxes for specialized applications such as aerospace engineering and signal processing, and high-performance computing capabilities. Dremio offers a data-as-a-service infrastructure, seamless data lake integration, memory competition, and accelerated analytics for BI tools.

Room for Improvement:MathWorks Matlab could improve on its version compatibility, especially for older systems, and enhance its user interface for greater ease of use. It might also benefit from more effortless integration with newer programming languages. Dremio could enhance its feature set by providing more robust support for advanced analytics, improving its user interface for non-technical users, and offering more extensive offline capabilities.

Ease of Deployment and Customer Service:MathWorks Matlab generally requires a traditional software installation with detailed setup for computing environments. It offers robust customer support with dedicated resources. Dremio offers cloud-centric deployment, facilitating quick integration with existing data infrastructures. Its customer service is focused on quick resolutions and scalable deployment support thus providing quicker initial deployment.

Pricing and ROI:MathWorks Matlab involves significant initial setup costs, but its precise computation capabilities can lead to long-term ROI for specific analytical needs. Dremio, with modern analytics features and ease of use, may involve higher costs but offers faster ROI through improved data access and analytics acceleration. While MathWorks Matlab suits environments requiring deep mathematical computation, Dremio provides more immediate returns through efficiency and scalability.

To learn more, read our detailed Dremio vs. MathWorks Matlab Report (Updated: December 2025).

Buyer's Guide

Dremio vs. MathWorks Matlab

December 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

Dremio

Ranking in Data Science Platforms

11th

Average Rating

8.4

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Cloud Data Warehouse (5th)

MathWorks Matlab

Ranking in Data Science Platforms

14th

Average Rating

8.8

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Science Platforms category, the mindshare of Dremio is 2.3%, down from 4.2% compared to the previous year. The mindshare of MathWorks Matlab is 1.6%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms Market Share Distribution
Product	Market Share (%)
Dremio	2.3%
MathWorks Matlab	1.6%
Other	96.1%

Data Science Platforms

Featured Reviews

Corrr Moray

SR BI developer at BRQ Digital Solutions

Has simplified complex data integration workflows and supported consistent reporting across multiple sources

We also have a close relationship with the team that does the Dremio maintenance for the database, like upgrading the versions and they know about some specific problems we had in the past, such as a memory leak. We had a memory leak on some versions, which sometimes stopped the service. Since we are using Dremio installed like a server, not a SaaS solution, many times we need to stop and restart the service to clear all the cache and all that, and this is the thing I should add. I see that many times the new versions of Dremio have not fixed old bugs, and in some new versions, old problems that were previously fixed come back again, so I think the upgrade part could use improvement. I remember using some features in the past, like pivot tables, which proved to be really difficult, but I know this is a fault also for other vendors. Pivoting, transposing, and unpivoting are often not so good. CTEs also many times prove to be not so good, so I think these two main items could be improved significantly if they standardize them.

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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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Quotes from Members

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

Pros

"Everyone uses Dremio in my company; some use it only for the analytics function."

"It's almost similar, yet it's better than Starburst in spinning up or connecting to the new source since it's on SaaS."

"The most valuable feature of Dremio is it can sit on top of any other data storage, such as Amazon S3, Azure Data Factory, SGFS, or Hive. The memory competition is good. If you are running any kind of materialized view, you'd be running in memory."

"Dremio is very easy to use for building queries."

"We primarily use Dremio to create a data framework and a data queue."

"Overall, you can rate it as eight out of ten."

"Dremio enables you to manage changes more effectively than any other data warehouse platform. There are two things that come into play. One is data lineage. If you are looking at data in Dremio, you may want to know the source and what happened to it along the way or how it may have been transformed in the data pipeline to get to the point where you're consuming it."

"The first feature that stands out for me in Dremio is the federated type of query, which allows the possibility to use multiple endpoints without worrying about writing custom SQL that runs only for SQL Server or for Postgres and Redshift."

More Dremio pros

"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."

"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."

"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."

"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."

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

Cons

"Dremio doesn't support the Delta connector. Dremio writes the IT support for Delta, but the support isn't great. There is definitely room for improvement."

"I cannot use the recursive common table expression (CTE) in Dremio because the support page says it's currently unsupported."

"Dremio takes a long time to execute large queries or the executing of correlated queries or nested queries. Additionally, the solution could improve if we could read data from the streaming pipelines or if it allowed us to create the ETL pipeline directly on top of it, similar to Snowflake."

"It shows errors sometimes."

"They need to have multiple connectors."

"Dremio could be improved by making it easier for data cataloging, especially when working with open table formats, as you have to choose a data format and then go into it."

"There are performance issues at times due to our limited experience with Dremio, and the fact that we are running it on single nodes using a community version."

"They need to have multiple connectors. Starburst is rich in connectors, however, they are lacking Salesforce connectivity as of today."

More Dremio cons

"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."

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

Pricing and Cost Advice

"Dremio is less costly competitively to Snowflake or any other tool."

"Right now the cluster costs approximately $200,000 per month and is based on the volume of data we have."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

28%

Computer Software Company

Manufacturing Company

Healthcare Company

Computer Software Company

13%

Comms Service Provider

Government

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	5
Large Enterprise	5

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

Questions from the Community

What do you like most about Dremio?

Dremio allows querying the files I have on my block storage or object storage.

See all answers

What is your experience regarding pricing and costs for Dremio?

I don't have information about pricing, setup cost, and licensing for Dremio, so I am not entitled to discuss it.

See all answers

What needs improvement with Dremio?

I wouldn't say there is anything Dremio can be improved on. If I could change something, I would say many developers and programmers, when they are starting to work in this specific field or area, ...

See all answers

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?

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...

See all answers

What needs improvement with MathWorks Matlab?

See all answers

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KNIME Business Hub vs MathWorks Matlab

Compared 8% of the time

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Product Reports

Buyer's Guide

Dremio

January 2026

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Buyer's Guide

MathWorks Matlab

January 2026

Download MathWorks Matlab product report

Also Known As

Dremio AWS - BYOL

No data available

Overview

Dremio offers a comprehensive platform for data warehousing and data engineering, integrating seamlessly with data storage systems like Amazon S3 and Azure. Its main features include scalability, query federation, and data reflection.

Dremio's core strength lies in its ability to function as a robust data lake query engine and data warehousing solution. It facilitates the creation of complex queries with ease, thanks to its support for Apache Airflow and query federation across endpoints. Despite challenges with Delta connector support, complex query execution, and expensive licensing, users find it valuable for managing ad-hoc queries and financial data analytics. The platform aids in SQL table management and BI traffic visualization while reducing storage costs and resolving storage conflicts typical in traditional data warehouses.

What are Dremio's most valuable features?

Native Error Interfaces: Simplifies error detection and troubleshooting
Integration with Apache Airflow: Enhances workflow automation capabilities
Scalability: Effortlessly handles growing data demands
Role-Based Access Management: Provides secure data access control
Data Reflection: Optimizes query performance automatically
Query Federation: Supports queries across multiple endpoints seamlessly
Data Cataloging and Virtualization: Offers streamlined data organization

What benefits and ROI should users look for?

Reduced Data Storage Costs: Efficiently manages data to minimize storage expenses
Improved Query Performance: Enhances processing speed for large datasets
Flexibility in Integration: Easily connects with storage solutions like Oracle and MySQL
Enhanced Data Management: Supports comprehensive data analysis workflows

Dremio is primarily implemented in industries requiring extensive data engineering and analytics, including finance and technology. Companies use it for constructing data frameworks, efficiently processing financial analytics, and visualizing BI traffic. It acts as a viable alternative to AWS Glue and Apache Hive, integrating seamlessly with multiple databases, including Oracle and MySQL, offering robust solutions for data-driven strategies. Despite some challenges, its ability to reduce data storage costs and manage complex queries makes it a favorable choice among enterprise users.

Dremio

Information not available

MathWorks

Sample Customers

UBS, TransUnion, Quantium, Daimler, OVH

Information Not Available

Buyer's Guide

Dremio vs. MathWorks Matlab

December 2025

Free Report: Dremio vs. MathWorks Matlab

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