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Amazon

AWS Glue

Composite Score

8.7 /10

CX Score

9.1 /10

90 Reviews Write a Review

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What is AWS Glue?

AWS Glue is a serverless data integration service that makes data preparation simpler, faster, and cheaper. You can discover and connect to over 70 diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor ETL pipelines to load data into your data lakes. AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy for customers to prepare and load their data for analytics.

Company Details

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Awards & Recognition

AWS Glue won the following awards in the Data Integration category

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2026 Emotional Footprint Champion

Latest Award, 2026

Strategy and Innovation
Service Experience
Product Impact
Conflict Resolution

Latest Award, 2026

2026 Data Quadrant Champion

2026

0 Top Rated Capabilities

1 Top Rated Features

2026

2025 Emotional Footprint Champion

2025

Strategy and Innovation
Service Experience
Product Impact
Contract Negotiation
Conflict Resolution

2025

2025 Data Quadrant Champion

2025

1 Top Rated Capabilities

0 Top Rated Features

2025

2024 Emotional Footprint Champion

2024

Strategy and Innovation
Service Experience
Product Impact
Contract Negotiation
Conflict Resolution

2024

2024 Data Quadrant Champion

2024

1 Top Rated Capabilities

0 Top Rated Features

2024

2023 Emotional Footprint Champion

2023

Strategy and Innovation
Service Experience
Product Impact
Contract Negotiation
Conflict Resolution

2023

AWS Glue Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on AWS Glue.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

88 Likeliness to Recommend

99 Plan to Renew

80 Satisfaction of Cost Relative to Value

1
Since last award

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Emotional Footprint Overview

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+94 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love AWS Glue?

1% Negative

4% Neutral

95% Positive

Pros

Friendly Negotiation
Continually Improving Product
Reliable
Performance Enhancing

Feature Ratings

Average 79

Batch Integration

Administrative Features

Metadata Management

Multi-Channel Support

Data Security

Data Virtualization

Data Quality Profiling and Cleansing

iPaaS

Pipeline Orchestration & Workflow

Real-Time Integration & CDC

Synchronization and Replication

Vendor Capability Ratings

Average 78

Business Value Created

Vendor Support

Ease of Data Integration

Ease of Implementation

Ease of IT Administration

Quality of Features

Product Strategy and Rate of Improvement

Usability and Intuitiveness

Availability and Quality of Training

Ease of Customization

Breadth of Features

AWS Glue Reviews

Dhruv S.

Role: Industry Specific Role
Industry: Electronics
Involvement: Business Leader or Manager

Validated Review

Verified Reviewer

Submitted Oct 2024

Best ETL tool for Data Lake Management

Likeliness to Recommend

10 /10

What differentiates AWS Glue from other similar products?

Since it is within the AWS ecosystem, it becomes very easy to connect to other AWS systems like S3, Redshift, and Snowflake. Data crawling from S3 buckets is real-time making the database up to date and reflecting the changes done in SAP, Infor which are integrated into Data Lake through Glue. Current alternates in the market like Talend are not very robust, it is very difficult to troubleshoot complex workflows, and you need skilled manpower, Glue is built in Apache Spark which is pretty common and it's easy to develop.

What is your favorite aspect of this product?

It is a superhouse of solutions with data crawling, database management, and data cataloging it is a one-stop solution for any Data Lake Management and also makes the creation of a Data Table easy. with Python scripts It has a multi-method approach so within the system, it allows ELT or batch processing. You can also put sequential scheduling for the jobs so it can be fully automated and can run multiple jobs without an intervention.

What do you dislike most about this product?

It's not a dislike but more like the ETL is limited to Python or Scala so an advanced Python engineer is required

What recommendations would you give to someone considering this product?

If you have tables in Redshift & Snowflake must try option is Glue and since its use based costing so you can control how much you spend. Look for advanced Python scripters for creating jobs.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Nitin M.

Role: Consultant
Industry: Healthcare
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Oct 2024

Fab Product and Cost effective

Likeliness to Recommend

7 /10

What differentiates AWS Glue from other similar products?

Cost effective and well architectural framework for efficient data pipeline.

What is your favorite aspect of this product?

Support for data stored across different Amazon RDS

What do you dislike most about this product?

Workflow customisation and data engineering needs improvement

What recommendations would you give to someone considering this product?

Has to be good in data engineering expertise

Pros

Respectful
Helps Innovate
Continually Improving Product
Performance Enhancing

Cons

Under Delivered
Less Inspiring
Less Transparent

Abhishek M.

Role: Information Technology
Industry: Technology
Involvement: IT Development, Integration, and Administration

Validated Review

Verified Reviewer

Submitted Sep 2024

good ELT service on cloud

Likeliness to Recommend

7 /10

What differentiates AWS Glue from other similar products?

integration with aws services

What is your favorite aspect of this product?

glue serverless, option to choose on-demand GPU,

What do you dislike most about this product?

have been getting this error, not enough IP address

What recommendations would you give to someone considering this product?

glue jobs are essentials for your data services

Pros

Continually Improving Product
Enables Productivity
Caring
Client Friendly Policies

AWS Glue

What is AWS Glue?

Company Details

Need Assistance?

Awards & Recognition

2026 Emotional Footprint Champion

2026 Data Quadrant Champion

2025 Emotional Footprint Champion

2025 Data Quadrant Champion

2024 Emotional Footprint Champion

2024 Data Quadrant Champion

2023 Emotional Footprint Champion

AWS Glue Ratings

88 Likeliness to Recommend

99 Plan to Renew

80 Satisfaction of Cost Relative to Value

1 Since last award

Emotional Footprint Overview

+94 Net Emotional Footprint

How much do users love AWS Glue?

Pros

Feature Ratings Average rating of all product features, some of which may not be shown below

Batch Integration Includes ability to schedule integration processes to run on a periodic basis to control the movement of data from a source to target.

Administrative Features Includes basic aspects of data extraction, transformation, and loading. Administrative console and process viewing, interruption, restart, cancel, and rollback.

Metadata Management A metadata layer makes reporting easy and eliminates the need for coding and SQL, allowing users to see and access information in simple business language.

Multi-Channel Support The ability to support and connect with channels including Cloud Services, Big Data Platforms, web, mobile, social, IoT, wearables, etc.

Data Security Includes ability to hide sensitive data by masking with special characters or anonymous information.

Data Virtualization Includes ability to create views joining disparate data sources without the need for persistence.

Data Quality Profiling and Cleansing Includes data cleansing, reconciliation, and profiling across multiple sources in batch mode.

iPaaS Includes iPaaS (Cloud hosting) features and other advanced integration capabilities

Pipeline Orchestration & Workflow Includes publishing, promoting and overseeing APIs and Orchestration Services.

Real-Time Integration & CDC Able to integrate data in near-real time and handle movement of data from a source to target. Monitoring for changes in a data source in a non-invasive manner.

Synchronization and Replication Includes the ability to accurately catch, reflect, and correct changes in data across multiple data stores.

Vendor Capability Ratings Average rating of all vendor capabilities, some of which may not be shown below

Business Value Created Software needs to create value for employees, customers, partners, and, ultimately, shareholders. This data expresses user satisfaction - or lack thereof - with the product's business value.

Vendor Support The importance of vendor support will vary for each organization depending on internal capabilities, but there will always be issues that only the vendor can resolve.

Ease of Data Integration Use this data to determine whether the product will cause headaches or make data integration easy.

Ease of Implementation Successfully implementing new software is necessary to realize its full value and promote end user adoption. This data indicates whether or not the product is easy to implement.

Ease of IT Administration This data indicates whether IT personnel will be able to resolve issues and perform configurations efficiently and effectively.

Quality of Features Feature quality is just as important as quantity. Use this data to determine if this product will do what you're purchasing it to do, easily, intuitively, reliably, and effectively.

Product Strategy and Rate of Improvement Vendors who don't stay on top of emerging needs and trends won't enable you to meet your business goals. Use this data to separate innovators from imposters.

Usability and Intuitiveness End user learning curves cost the organization money. Pay attention to your end users' technical ability to determine how important UX is in your purchase.

Availability and Quality of Training Effective and readily available training enables users to get the most out of the software you've chosen. Use this section to make sure your vendor's training programs and materials measure up.

Ease of Customization Don't get bogged down in a difficult customization; use this data to make sure you can easily achieve the functionality you need for your particular situation.

Breadth of Features Users prefer feature rich software that enables them to perform diverse series of tasks. This data expresses user satisfaction with the product's breadth of features.

AWS Glue Reviews

Dhruv S.

Best ETL tool for Data Lake Management

Likeliness to Recommend

Pros

Nitin M.

Fab Product and Cost effective

Likeliness to Recommend

Pros

Cons

Abhishek M.

good ELT service on cloud

Likeliness to Recommend

Pros

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1
Since last award

Feature Ratings

Batch Integration

Administrative Features

Metadata Management

Multi-Channel Support

Data Security

Data Virtualization

Data Quality Profiling and Cleansing

iPaaS

Pipeline Orchestration & Workflow

Real-Time Integration & CDC

Synchronization and Replication

Vendor Capability Ratings

Business Value Created

Vendor Support

Ease of Data Integration

Ease of Implementation

Ease of IT Administration

Quality of Features

Product Strategy and Rate of Improvement

Usability and Intuitiveness

Availability and Quality of Training

Ease of Customization

Breadth of Features