• HOME
  • CATEGORIES

    • CATEGORIES

    • Browse All Categories
  • FOR VENDORS

    • FOR VENDORS

    • Log In to Vendor Portal
    • Get Started
  • REVIEWS

    • REVIEWS

    • Write a Review
    • Product Reviews
    • Vendor Directory
    • Product Comparisons
  • GARTNER PEER COMMUNITY™
  • GARTNER.COM
  • Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQPrivacyTerms of Service
    ©2026 Gartner, Inc. and/or its affiliates.
    All rights reserved.
  • Categories

    • Loading categories...

      Browse All Categories

      Loading markets...

  • For Vendors

    • Log In to Vendor Portal 

    • Get Started 

  • Write a Review

Join / Sign In
  1. Home
  2. /
  3. MATLAB
  4. /
  5. Alternatives
Logo of MATLAB

MATLAB Alternatives

4.4(454 Ratings)
Data Science and Machine Learning Platforms...

Considering alternatives to MATLAB? See what this market MATLAB users also considered in their purchasing decision. When evaluating different solutions, potential buyers compare competencies in categories such as evaluation and contracting, integration and deployment, service and support, and specific product capabilities.

Check out real reviews verified by Gartner to see how MATLAB compares to its competitors and find the best software or service for your organization.

Reviewed in Last 12 Months
How Alternatives Are Selected
Logo of Dataiku
1. Dataiku

By Dataiku

4.7
(866 Ratings)
Dataiku is an enterprise AI development tool designed to expedite data preparation and machine learning model development. It offers low-code/no-code, visual components for model creation, while simultaneously providing advanced coding environments (Python, R, SQL). This makes it the ultimate tool for data scientists, enabling them to use a single platform for all aspects of data science projects, from model development to production deployment, significantly speeding up the process. Dataiku also supports mesh LLM, facilitating the integration of data science projects with LLM and GenAI development. Recently, an agentic framework has been added to the tool. It also has GenAI-enabled capabilities to create workflows and ETL pipelines, which will speed up the development significantly. As an enterprise-ready platform, Dataiku encompasses all essential aspects of security, scalability, development to product management, and AI governance.Read all insights and reviews for Dataiku
Compare with MATLAB
Logo of Alteryx One Platform
2. Alteryx One Platform

By Alteryx

4.4
(827 Ratings)
This platform has been a strong addition to our analytics and data presentation workflow. It significantly reduces the time required to clean blend , and analyse data especially for teams that won't advanced analytics without heavy Reliance on custom coding.Read all insights and reviews for Alteryx One Platform
Compare with MATLAB
Logo of DataRobot Agent Workforce Platform
3. DataRobot Agent Workforce Platform

By DataRobot

4.7
(713 Ratings)
DataRobot has delivered on its promises and is supercharging our machine-learning environment. Their support team was able to help us get up and running in their comprehensive environment while setting us up for success. They continue to provide state of the art updates to their impressive product set. Read all insights and reviews for DataRobot Agent Workforce Platform
Compare with MATLAB
Logo of Amazon SageMaker AI
4. Amazon SageMaker AI

By Amazon Web Services (AWS)

4.4
(700 Ratings)
Sagemaker is an excellent service especially for enterprise and regulated environments, extremely helpful to build, train, tune and deploy AI & ML models very quickly and efficiently.Read all insights and reviews for Amazon SageMaker AI

Where MATLAB Scored Higher

  • Better at service and support
Compare with MATLAB
Logo of Altair RapidMiner
5. Altair RapidMiner

By Siemens (Altair)

4.5
(421 Ratings)
My experience with Rapid Altair Rapid Miner has been positive overall. The platform is intuitive, with drag and drop functionality that makes building and deployment easy - even for non-coders. Auto ML Feature accelerates deployment and integration with data sources and smooth.Read all insights and reviews for Altair RapidMiner
Compare with MATLAB
Logo of IBM SPSS Statistics
6. IBM SPSS Statistics

By IBM

4.4
(335 Ratings)
IBM SPSS is a great tool for beginners in modelling. It's simple and easy to learn. Read all insights and reviews for IBM SPSS Statistics

Where MATLAB Scored Higher

  • Better at service and support
  • Easier to integrate and deploy
Compare with MATLAB
Logo of Databricks Data Intelligence Platform
7. Databricks Data Intelligence Platform

By Databricks

4.5
(313 Ratings)
My organization up until just before 2021 was by and large an on premise shop. So most of our ETL tools, reporting and business intelligence tech stack was all based on premise. That all changed in the last few years as there has been a major shift towards embracing more of what cloud providers can enable our organization. Our journey began with Azure and talking about reporting, data science, machine learning and ELT/ETL you have to look at Azure Databricks. Databricks can seem a bit daunting at first as there is a lot of features packed into it but after using it for a month you will definitely get the hang of things and how to find things. Its definitely been a tool that has become our go-to when looking towards any sort of data integration or analysisRead all insights and reviews for Databricks Data Intelligence Platform
Compare with MATLAB
Logo of Base SAS
8. Base SAS

By SAS

4.5
(300 Ratings)
SAS really is amazingly supportive and helpful. Over the years, I have had numerous, in-depth exchanges with technical staff looking into all sorts of solutions to unique problems with me. I am amazed at the level of detail and communication SAS allows. While many companies would just respond with boilerplate like "It doesn't do that, and we're not looking to implement that at this time." SAS actually dives into the problem, gives workarounds, hotfixes, better alternatives, and, if needed, scheduling the item for future development.Read all insights and reviews for Base SAS

Where MATLAB Scored Higher

  • Better at service and support
  • Easier to integrate and deploy
  • Better evaluation and contracting
Compare with MATLAB
...
Showing Result 1-8 of 90

Top Alternatives to MATLAB

  • Dataiku
  • Alteryx One Platform
  • DataRobot Agent Workforce Platform
  • Amazon SageMaker AI
  • Altair RapidMiner
  • IBM SPSS Statistics
  • Databricks Data Intelligence Platform
  • Base SAS

Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

This site is protected by hCaptcha and its Privacy Policy and Terms of Use apply.


Software reviews and ratings for EMMS, BI, CRM, MDM, analytics, security and other platforms - Peer Insights by Gartner
Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQsPrivacyTerms of Use

©2026 Gartner, Inc. and/or its affiliates.

All rights reserved.