AWS Glue vs Matillion Data Productivity Cloud comparison

Amazon Web Services (AWS) and Matillion are both solutions in the Cloud Data Integration category. Amazon Web Services (AWS) is ranked #1 with an average rating of 7.6, while Matillion is ranked #12 with an average rating of 7.3. Amazon Web Services (AWS) holds a 7.6% mindshare in CDI, compared to Matillion’s 5.7% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 92% of Matillion users who would recommend it.

AWS Glue

Read 50 AWS Glue reviews

7,749 Views
5,424 Comparison Views

90% willing to recommend

Matillion Data Productivity...

Read 28 Matillion Data Productivity Cloud reviews

6,118 Views
2,937 Comparison Views

92% willing to recommend

AWS Glue

Matillion Data Productivity...

Comparison Buyer's Guide

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Executive SummaryUpdated on Jan 18, 2026

Matillion Data Productivity Cloud and AWS Glue compete in the data integration and ETL domain. Based on user feedback, Matillion appears to have an advantage due to its user-friendly interface and superior customer support.

Features: Matillion offers expansive integration options such as Salesforce, Redshift, and numerous AWS services. Its built-in verification and sampling significantly reduce time, while users appreciate its intuitive setup and configurability in ETL projects. AWS Glue is recognized for its serverless framework, advanced automation features, scalability, and integration with AWS services, offering extensive data cataloging and seamless job orchestration.

Room for Improvement: Matillion could improve by releasing updates more frequently to adapt to API changes and enhancing integration with SAP. Users desire improved UI performance and concurrency management. AWS Glue's solely AWS-oriented ecosystem limits its versatility, and its complexity poses challenges for newcomers. Enhancements in documentation and additional connectors are recommended.

Ease of Deployment and Customer Service: Matillion excels in public cloud deployment, earning praise for its responsive support and comprehensive documentation. AWS Glue accommodates diverse cloud setups, including hybrid and private options, but its support is less timely, with users desiring improved assistance. Both solutions offer public cloud flexibility, yet Matillion's support is noted as more reliable and effective.

Pricing and ROI: Matillion is perceived as moderately costly, with expenses linked to EC2 instance run times, yet its pricing model is flexible and adaptable to team sizes. Users report positive ROI within a year due to time savings. AWS Glue's pay-as-you-go model is attractive for various usage levels, although costs can climb with increased DPU utilization. Both tools present potential operational cost savings, with Matillion providing more extensive integration options and precise expense management.

To learn more, read our detailed AWS Glue vs. Matillion Data Productivity Cloud Report (Updated: April 2026).

Buyer's Guide

AWS Glue vs. Matillion Data Productivity Cloud

April 2026

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Helped 892,678 peers since 2012

Review summaries and opinions

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

ROI

Sentiment score

5.9

Organizations find AWS Glue efficient and cost-effective despite overhead costs, though some consider alternatives due to budget constraints.

Sentiment score

7.5

Matillion Data Productivity Cloud saves time and reduces costs, offering a rapid ROI and improved efficiencies with integrated platforms.

I advocate using Glue in such cases.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

For more quotes and insights, download the AWS Glue report

Consequently, we adjusted our processes to use Matillion Data Productivity Cloud only for extraction and ingestion, while Snowflake handled all transformations and jobs.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

For more quotes and insights, download the Matillion Data Productivity Cloud report

Customer Service

Sentiment score

6.5

AWS Glue customer service is praised for responsiveness and effectiveness, with mixed feedback on support speed, costs, and consistency.

Sentiment score

7.6

Matillion Data Productivity Cloud excels in service and support with fast response, comprehensive resources, and high customer satisfaction.

For complex Glue-related problems such as job failures or permission issues, their documentation is good, but having direct access to support helps cut down troubleshooting time significantly.

Sridivya Chillappa

application security engineer at Hyperspace IT India

AWS's documentation is reliable, and careful reference often resolves missed upgrade details.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

For more quotes and insights, download the AWS Glue report

They communicate effectively and respond quickly to all inquiries.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

For more quotes and insights, download the Matillion Data Productivity Cloud report

Scalability Issues

Sentiment score

7.8

AWS Glue is highly scalable and serverless, praised for easy resource management, but needs better parallel computation.

Sentiment score

7.4

Matillion Data Productivity Cloud effectively scales with cloud resources and databases, though managing multiple nodes can be challenging.

It is beneficial to upgrade jobs, and we conduct extensive testing in development before migrating to production.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

It can easily handle data from one terabyte to 100 terabytes or more, scaling nicely with larger datasets.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

Depending on the nature of data sets, volume, and mixture of different data, the scalability could be improved as manual code writing is still required.

Jitendra Jena

Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights

The autoscale process works well, allowing the system to start another node automatically if the first machine reaches 80% capacity.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

For more quotes and insights, download the Matillion Data Productivity Cloud report

Stability Issues

Sentiment score

7.9

AWS Glue is stable and reliable with minor issues, scaling well, and efficient due to serverless architecture and tool integration.

Sentiment score

7.9

Matillion Data Productivity Cloud is stable and effective, with responsive support; hardware or configurations occasionally cause issues.

As a managed service, it reduces management burdens.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

No quotes available

For more quotes and insights, download the Matillion Data Productivity Cloud report

Room For Improvement

AWS Glue faces challenges with startup times, interface complexity, language limitations, cost, performance, integration, and multi-cloud compatibility.

Matillion needs frequent API updates, improved UI, better documentation, more integrations, enhanced scalability, and real-time data capture.

Learning the latest functionalities is crucial, and while challenging, it is a vital part of staying current and ensuring an efficient ETL process.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

With AWS, I gather data from multiple sources, clean it up, normalize it, de-duplicate it, and make it presentable.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

A more user-friendly and simpler process would help speed up the deployment process.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For more quotes and insights, download the AWS Glue report

The main areas for improvement are AI features and scalability.

Jitendra Jena

Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights

Connections to BigQuery for extracting information are complex.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

For more quotes and insights, download the Matillion Data Productivity Cloud report

Setup Cost

AWS Glue offers flexible, efficient serverless architecture but can be costly and unpredictable, especially for smaller organizations.

Matillion's pricing is competitive, flexible, and cost-effective, with discounts for annual commitments and strategic instance management.

AWS charges based on runtime, which can be quite pricey.

reviewer2322996

Data Architect at a financial services firm with 10,001+ employees

Costing depends on resource usage, and cost optimization may involve redesigning jobs for flexibility.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

Regarding AWS Glue's pricing, it is not more expensive; rather, it is very reasonable, but it is not cheap.

Sridivya Chillappa

application security engineer at Hyperspace IT India

For more quotes and insights, download the AWS Glue report

Matillion Data Productivity Cloud offers discounts and special deals, especially when dealing with high-volume clients or fewer existing clients in specific regions, like Spain.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

The pricing is moderate, neither expensive nor cheap.

Jitendra Jena

Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights

For more quotes and insights, download the Matillion Data Productivity Cloud report

Valuable Features

AWS Glue excels with its easy interface, scalable ETL processing, seamless AWS integration, affordability, and serverless architecture.

Matillion Data Productivity Cloud enhances ETL processes with user-friendly tools, automation, and security for efficient, scalable data management.

AWS Glue has reduced efforts by 60%, which is the main benefit.

Sridivya Chillappa

application security engineer at Hyperspace IT India

AWS Glue also enhances job scheduling and orchestration capabilities, integrating with AWS Glue Studio for comprehensive data workflow management.

Saurabh Jaiswal

Python AWS & AI Expert at a tech consulting company

For ETL, I feel the performance is excellent. If I create jobs in a standard way, the performance is great, and maintenance is also seamless.

Nivas Srinivasan

Principal Consultant at a retailer with 1,001-5,000 employees

For more quotes and insights, download the AWS Glue report

The predefined connectors eliminate the need to write code for connectivity.

Jitendra Jena

Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights

Matillion Data Productivity Cloud is effective for ingest functions, particularly when moving information to Snowflake and performing many transformations.

DIEGOENCINALES

Technology Transformation Specialist at SDG Group

For more quotes and insights, download the Matillion Data Productivity Cloud report

Categories and Ranking

AWS Glue

Ranking in Cloud Data Integration

1st

Average Rating

7.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Matillion Data Productivity...

Ranking in Cloud Data Integration

12th

Average Rating

8.4

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

AI Data Analysis (17th)

Mindshare comparison

As of May 2026, in the Cloud Data Integration category, the mindshare of AWS Glue is 7.6%, down from 19.4% compared to the previous year. The mindshare of Matillion Data Productivity Cloud is 5.7%, up from 3.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Integration Mindshare Distribution
Product	Mindshare (%)
AWS Glue	7.6%
Matillion Data Productivity Cloud	5.7%
Other	86.7%

Cloud Data Integration

Featured Reviews

Sridivya Chillappa

application security engineer at Hyperspace IT India

Efficient data integration reduces operational time and enhances metadata management

For the initial setup with AWS Glue, I find it easy to set up the data catalog and create Glue jobs using the visual editor or the visual code. Setting permission sets via IAM rules can be a bit tricky at the start, but we ensure Glue has access to AWS S3, Redshift, and other services. Once the role is configured, it runs smoothly. For advanced configurations, connecting to VPCs and setting up connections with JDBC sources takes more time compared to my cloud experience, but overall, for someone with cloud and ETL experience, the setup is manageable and well done.

Read full review

Jitendra Jena

Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights

Easy integration and workflow proposals streamline processes

The predefined connectors eliminate the need to write code for connectivity. If you have a predefined connector, it is easy to use with plug and play functionality. The processing time and ease of use are significant benefits. As everyone is moving into AI integration, it will definitely help. When creating workflows, they can propose solutions directly.

Read full review

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

Manufacturing Company

Comms Service Provider

Financial Services Firm

13%

Computer Software Company

10%

Manufacturing Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	32

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	10
Large Enterprise	11

Questions from the Community

How do you select the right cloud ETL tool?

AWS Glue and Azure Data factory for ELT best performance cloud services.

See all answers

How does Talend Open Studio compare with AWS Glue?

We reviewed AWS Glue before choosing Talend Open Studio. AWS Glue is the managed ETL (extract, transform, and load) from Amazon Web Services. AWS Glue enables AWS users to create and manage jobs in...

See all answers

What are the most common use cases for AWS Glue?

AWS Glue's main use case is for allowing users to discover, prepare, move, and integrate data from multiple sources. The product lets you use this data for analytics, application development, or ma...

See all answers

What is your experience regarding pricing and costs for Matillion ETL?

The pricing is managed by the tooling team. The pricing is moderate, neither expensive nor cheap.

See all answers

What needs improvement with Matillion ETL?

The main areas for improvement are AI features and scalability.

See all answers

What is your primary use case for Matillion ETL?

For the ETL, we are using Matillion Data Productivity Cloud. We have skilled resources for Matillion Data Productivity Cloud, which is why we are using it. The infrastructure is provided by the cus...

See all answers

Comparisons

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Compared 38% of the time

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Compared 5% of the time

SSIS vs AWS Glue

Compared 5% of the time

Palantir Foundry vs AWS Glue

Compared 4% of the time

Rivery vs AWS Glue

Compared 3% of the time

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Denodo vs Matillion Data Productivity Cloud

Compared 9% of the time

MuleSoft Anypoint Platform vs Matillion Data Productivity Cloud

Compared 8% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Matillion Data Productivity Cloud

Compared 5% of the time

AWS Database Migration Service vs Matillion Data Productivity Cloud

Compared 4% of the time

Fivetran vs Matillion Data Productivity Cloud

Compared 3% of the time

More Matillion Data Productivity Cloud Competitors

Product Reports

Buyer's Guide

AWS Glue

May 2026

Download AWS Glue product report

Buyer's Guide

Matillion Data Productivity Cloud

April 2026

Matillion Data Productivity Cloud report

Download Matillion Data Productivity Cloud product report

Also Known As

No data available

Matillion ETL for Redshift, Matillion ETL for Snowflake, Matillion ETL for BigQuery

Overview

AWS Glue is a serverless data integration service offering seamless integration with AWS services like S3, Redshift, and Athena. Known for its flexibility with data formats and automation of ETL tasks, AWS Glue enhances data management and transformation.

AWS Glue facilitates seamless data extraction, transformation, and loading for businesses, integrating with key AWS services, allowing efficient data pipeline automation. It's valued for a user-friendly GUI, scalability, and cost-effectiveness, supporting PySpark for complex datasets and includes a robust data catalog, real-time backup capabilities, and code generation. Despite its strengths, improvements are needed in documentation, training, and broader programming language support. Users face challenges with its complex interface and integration with non-AWS products, driving demand for enhancements in its usability and performance.

What are AWS Glue's most important features?

Seamless AWS Integration: Connects effortlessly with services like S3, Redshift, and Athena.
Serverless Operation: Removes the need for infrastructure management.
Flexible Data Format Handling: Supports various data formats for comprehensive data management.
User-Friendly GUI: Simplifies the creation and management of ETL jobs.
Data Catalog: Provides an organized repository for metadata management.
Real-Time Data Backup: Ensures data integrity and availability.
Code Generation: Facilitates easy script generation for data processes.

What benefits or ROI should users look for in reviews?

Cost Efficiency: Reduced operational costs through serverless architecture.
High Performance: Efficient data processing and transformation capabilities.
Scalability: Adapts to businesses' evolving data demands.
Ease of Use: Intuitive interface allowing streamlined ETL workflows.
Automation: Simplified data pipeline tasks saving time and effort.

Businesses leverage AWS Glue in industries for ETL processes, data integration, and transformation. It is used to optimize data lakes or warehouses integration, enhancing data cataloging and real-time integration. Its serverless feature enables efficient data processing in sectors like finance and healthcare, where handling complex data-intensive tasks is crucial.

Amazon Web Services (AWS)

Matillion Data Productivity Cloud offers a user-friendly platform for seamless integration and dynamic data handling, favored for simplifying ETL processes with minimal coding and ensuring robust performance in complex data tasks.

Matillion Data Productivity Cloud integrates effortlessly with platforms like AWS, Snowflake, and SQL databases, providing tools for efficient data migration, transformation, and cloud warehousing. It supports large datasets with swift management, making it valued for its graphical interface that eases ETL processes for non-technical users. Automation features ensure scalability and dynamic data handling across diverse sources, while security and cost-effectiveness enhance its appeal. Enhancements in database connectivity, interface design, and multi-environment support would refine user experience, with growing demands for real-time data capture, SAP connectivity, and frequent API updates.

What are the most important features?

User-friendly GUI: Simplifies ETL processes with minimal coding.
Seamless Integration: Compatible with AWS, Snowflake, and more.
Dynamic Data Handling: Supports diverse data sources with scalability.
Change Data Capture: Facilitates efficient data updates.
Error Reporting: Ensures workflow accuracy and troubleshooting.

What benefits and ROI can users expect?

Cost Effectiveness: Offers competitive pricing for extensive features.
Security Assurance: Provides strong data protection measures.
Efficiency in Large Datasets: Fast data processing and management.
Minimal Coding Requirement: Enhances accessibility for non-technical users.

In industries like finance, healthcare, and retail, Matillion Data Productivity Cloud is implemented for transforming data operations. Companies leverage it for its speed in data processing and integration capability, facilitating rapid adaptation to data-driven insights crucial in these sectors.

Matillion

Sample Customers

bp, Cerner, Expedia, Finra, HESS, intuit, Kellog's, Philips, TIME, workday

Thrive Market, MarketBot, PWC, Axtria, Field Nation, GE, Superdry, Quantcast, Lightbox, EDF Energy, Finn Air, IPRO, Twist, Penn National Gaming Inc

Buyer's Guide

AWS Glue vs. Matillion Data Productivity Cloud

April 2026

Free Report: AWS Glue vs. Matillion Data Productivity Cloud

Find out what your peers are saying about AWS Glue vs. Matillion Data Productivity Cloud and other solutions. Updated: April 2026.

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