AWS Glue vs SnapLogic comparison

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AWS Glue

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Executive SummaryUpdated on Dec 3, 2024

SnapLogic and AWS Glue compete in the data integration and ETL space. SnapLogic takes the upper hand in pricing and ease of use, while AWS Glue holds the advantage in integration and scalability within the AWS ecosystem.

Features: SnapLogic offers a visual drag-and-drop interface, an extensive library of connectors, and AI-enhanced low-code development for efficient pipeline design. AWS Glue provides a serverless architecture, data catalog capabilities, and deep integration with AWS services for expansive data processing.

Room for Improvement: SnapLogic could enhance its scalability options and expand the number of available prebuilt connectors. A more in-depth integration with other cloud ecosystems might also improve its offering. AWS Glue's interface could benefit from more intuitive design features, and its steep learning curve could be lessened with better onboarding options. Improvements in cost predictability would enhance user satisfaction.

Ease of Deployment and Customer Service: SnapLogic provides a straightforward cloud-based setup with responsive customer support, facilitating rapid deployment and adoption. AWS Glue's deployment can be complex due to deeper integration with AWS services, though it benefits from AWS's extensive customer service resources, requiring users to be familiar with the AWS environment.

Pricing and ROI: SnapLogic offers flexible pricing schemes suited for different business sizes, contributing to a quicker ROI through faster deployment. AWS Glue, while potentially costlier, justifies its price with a comprehensive set of features and scalability, often suited for businesses already embedded in the AWS ecosystem.

To learn more, read our detailed AWS Glue vs. SnapLogic Report (Updated: June 2026).

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AWS Glue vs. SnapLogic

June 2026

Helped 908,834 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

6.5

SnapLogic optimizes operational efficiency by reducing costs, automating processes, and improving productivity with a low-code platform.

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

SnapLogic is really helpful and processes in very little time, so it doesn't take much time compared to any legacy tool.

SameerShaikh

Technical Specialist App Development at Birlasoft IndiaLtd.

The reports and pipelines run, leading to cost savings that reduce manual effort and save 50,000 to 150,000 USD annually.

Sella Kumar

Product Manager at a university with 501-1,000 employees

Suppose there was an issue resolution time of 10 hours for the previous manual effort; now it is reduced to one hour or half an hour.

For more quotes and insights, download the SnapLogic report

Integration Consultant at a consultancy with 1,001-5,000 employees

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

6.9

SnapLogic customer service is generally positive, praised for responsiveness and resolution, though expertise and response times vary.

Upgrades occur every four months, and new developments coincide with version updates.

For more quotes and insights, download the AWS Glue report

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

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

The responsiveness, technical expertise, knowledge base and documentation, support channels, and continuous improvement were impeccable.

Sella Kumar

Product Manager at a university with 501-1,000 employees

They are providing the best customer support to the organization and the vendors.

For more quotes and insights, download the SnapLogic report

Integration Consultant at a consultancy with 1,001-5,000 employees

I have been very impressed with how responsive they are and how well they take feedback and they value my team's experience.

Snbooth Booth

Senior Software Engineer at Cooperative Benefits Group

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

7.3

SnapLogic offers scalable and adaptable integration solutions, supporting multi-cloud and on-premise environments, suitable for growing enterprises.

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

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.

For more quotes and insights, download the AWS Glue report

Python AWS & AI Expert at a tech consulting company

After implementing SnapLogic, pipelines that processed one to two million records per week can now handle five to 10 million records without additional infrastructure.

Sella Kumar

Product Manager at a university with 501-1,000 employees

That means you can connect any system or application anytime, whether day or night, scheduled or dynamic, and anywhere, whether it is cloud or on-premises.

Integration Solution Architect at Hitachi Digital

It supports enterprise-wide integration and has a cloud-native architecture.

For more quotes and insights, download the SnapLogic report

Integration Consultant at a consultancy with 1,001-5,000 employees

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

7.5

SnapLogic is stable and effective with minimal downtime, though some prefer Boomi for better stability during specific updates.

AWS Glue is highly stable, and I would rate its stability as nine.

For more quotes and insights, download the AWS Glue report

Python AWS & AI Expert at a tech consulting company

I would rate the stability of SnapLogic as nearly ten out of ten.

VinethSuresh

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

But recently, in a year, I haven't found many performance issues in SnapLogic.

SameerShaikh

Technical Specialist App Development at Birlasoft IndiaLtd.

However, sometimes we see that SnapLogic is unstable during patch releases or Snap Pack releases.

For more quotes and insights, download the SnapLogic report

Integration Solution Architect at Hitachi Digital

Room For Improvement

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

SnapLogic requires improved data transparency, error handling, integration, APIs, security, and user-friendly interfaces, with enhanced performance and support.

Migrating jobs from version 3.0 to 4.0 can present compatibility issues.

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.

For more quotes and insights, download the AWS Glue report

Python AWS & AI Expert at a tech consulting company

We require a data pipeline that can be read without latency and without any delay.

reviewer2801493

Architect at a transportation company with 1,001-5,000 employees

IP whitelisting is the area that SnapLogic definitely has to improve.

For more quotes and insights, download the SnapLogic report

Integration Solution Architect at Hitachi Digital

If the AI capabilities and integrations were more intuitive and easy to learn for new users, it would be greatly beneficial.

VinethSuresh

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

Setup Cost

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

SnapLogic offers flexible, subscription-based pricing, though perceived costly by some, justified by capabilities and low initial setup costs.

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

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

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

reviewer2322996

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

The smallest cost for a project is around €700, while the largest can reach up to €7,000 based on the scale of the usage.

For more quotes and insights, download the AWS Glue report

Python AWS & AI Expert at a tech consulting company

I feel SnapLogic is very expensive compared to others.

For more quotes and insights, download the SnapLogic report

Integration Solution Architect at Hitachi Digital

There would be only one point of improvement if the price could be lower.

MusaMongwe

Head of Data Practice at a tech consulting company with 201-500 employees

SnapLogic is positioned at around seven or eight out of ten in terms of pricing.

VinethSuresh

Senior Data Analyst at a pharma/biotech company with 10,001+ employees

Valuable Features

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

SnapLogic excels with its ETL capabilities, user-friendly interface, automation, real-time processing, and robust monitoring for efficient workflows.

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.

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

AWS Glue's most valuable features include its transformation capabilities, which provide data quality and shape for processing in ML or AI models.

For more quotes and insights, download the AWS Glue report

Python AWS & AI Expert at a tech consulting company

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

Sridivya Chillappa

application security engineer at Hyperspace IT India

I also like the whole child-parent pipeline feature; it allows me to break up a process into smaller pieces and then have one big pipeline that controls these smaller pipelines.

MusaMongwe

Head of Data Practice at a tech consulting company with 201-500 employees

SnapLogic provides inbuilt Snaplets, such as creating and closing an audit ID, removing duplicates, joining tables, writing to Oracle, files, XML, SF, SMTP connections, and more.

Hemanthreddy Vakiti

Data engineer at a tech vendor with 10,001+ employees

SnapLogic excels in data transformations, monitoring, and observability, providing scalability controls for the pipelines.

reviewer2804886

Senior Data Engineer at a university with 201-500 employees

For more quotes and insights, download the SnapLogic 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

SnapLogic

Ranking in Cloud Data Integration

7th

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (10th), Process Automation (7th), API Management (10th), Integration Platform as a Service (iPaaS) (7th)

Mindshare comparison

As of August 2026, in the Cloud Data Integration category, the mindshare of AWS Glue is 7.8%, down from 16.6% compared to the previous year. The mindshare of SnapLogic is 3.4%, down from 3.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Cloud Data Integration Mindshare Distribution
Product	Mindshare (%)
AWS Glue	7.8%
SnapLogic	3.4%
Other	88.8%

Cloud Data Integration

Featured Reviews

The solution improves ETL performance but faces challenges with version upgrades

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

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. It is serverless, so I do not need to worry about other integrations. It runs on a serverless VM. Glue services from AWS are regularly upgraded with new properties and functions. We use PySpark and other frameworks, which help customize our ETL process in a standard way. During our process, we utilized the typical SQL ITIL process standard in Glue-oriented ETL services, which helped us improve performance and time. AWS running time, mostly during the morning, saved us time compared to the old ETL method. There are many email notifications once a job is successful or fails, and we get notifications using SES or AWS's Simple Notification Service. Glue is integrated with both email alerts, and we are responsible for managing the full data journey from end to end.

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Low-code integrations have automated workflows and save time across enterprise applications

Integration Consultant at a consultancy with 1,001-5,000 employees

They can enhance the error handling and debugging part. Troubleshooting complex pipeline failures can be time-consuming. We are spending a lot of time on error handling. More detailed error messages and root cause analysis tools can be added, which will definitely improve the developer experience. In the Ultra real-time integrations, we can monitor the last execution history of only 100 runs. That can be increased, which would be one of the platform improvements that can really be taken. However, they are doing very well because lots of ChatGPTs and AI assistants have been added in the last two years, which makes a very good effect. SnapLogic is the only platform that provides this kind of visibility to the developers. Anyone, even if they have low experience and are starting their IT careers, can directly jump in and learn SnapLogic. The documentation is very easy to learn. Anyone, even a layman, can refer to that documentation and go through its Snap-pack to understand what configuration has to be done to use this Snap-pack. This makes SnapLogic definitely exceptional in the market. You won't find such comprehensive documentation in other iPaaS tools. The draggable packs truly demonstrate its power in usability. Governance and security are also well in place in SnapLogic, but there are areas for improvement. They can add more granular role and permission controls that provide greater flexibility for large enterprises. For example, if you have to provide access to 70 users in one shot, that can be improved. More improvements in policy enforcement capabilities are possible as well. SnapLogic can improve the data lineage part to achieve better end-to-end visibility into data movement. Also, during validation, we can only see up to 2,000 records currently. They can increase that from 2,000 to 20,000. They can put more visibility on costs and resource visibility, with better reporting on platform usage, processing consumption, and cost optimization opportunities.

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908,834 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

20%

Manufacturing Company

Computer Software Company

Comms Service Provider

Manufacturing Company

13%

Financial Services Firm

10%

Construction Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	34

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	7
Large Enterprise	18

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.

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...

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...

What needs improvement with SnapLogic?

One thing I do not like about SnapLogic is some of the pre-built snap packs. If I want to integrate with a new system, I have to pay to get access to those. There have been a couple of instances of...

What is your primary use case for SnapLogic?

SnapLogic is my primary automation and integration platform that I use daily. A specific example of how I use SnapLogic day-to-day involves a number of different syncs, such as having CRM data from...

What advice do you have for others considering SnapLogic?

My advice to others looking into using SnapLogic is to consider the positive features I have mentioned before, as well as being aware of the downside of having to pay more to unlock more features. ...

AWS Database Migration Service vs AWS Glue

Comparisons

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Compared 5% of the time

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Compared 4% of the time

Boomi iPaaS vs SnapLogic

Compared 4% of the time

SSIS vs SnapLogic

Compared 4% of the time

Workato vs SnapLogic

Compared 3% of the time

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Product Reports

Download AWS Glue product report

AWS Glue

August 2026

Download SnapLogic product report

July 2026

Also Known As

No data available

DataFlow

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)

SnapLogic offers a flexible, low-code environment for data integration and automation, utilizing an intuitive drag-and-drop interface with pre-built components to streamline the integration of multiple systems like Salesforce, SAP, and Workday, optimizing workflow automation.

SnapLogic provides robust ETL capabilities and broad connectivity options, enabling custom script implementation. Its visual design supports seamless deployment and efficient error management. Users benefit from automating data flows and enhancing data consistency through API integrations while managing both synchronous and asynchronous processes. However, areas needing improvement include user-friendly integrations, API management, and dashboard functionalities, as well as better transparency and error debugging. There is a call for improved handling of large datasets, enhanced connectivity, and advanced monitoring, DevOps integration, and AI functionalities. Customer support and documentation could be more comprehensive, especially for intricate operations.

What are SnapLogic's key features?

Drag-and-Drop Interface: Simplifies integration with a user-friendly design
Pre-Built Snaps: Offers ready-to-use components for faster setup
Low-Code Environment: Reduces complexity in pipeline creation
Robust ETL Capabilities: Supports efficient data extraction, transformation, and loading
Broad Connectivity: Integrates seamlessly with CRM, ERP, and other platforms

What benefits can users expect?

Increased Efficiency: Streamlines data processes to save time
Enhanced Data Consistency: Automates data flows, boosting accuracy
Workflow Automation: Reduces manual labor and improves process management
Versatile API Handling: Supports diverse API integrations for greater flexibility

In industries like finance, healthcare, and logistics, SnapLogic is extensively implemented for ETL processes, data migration, and automating complex workflows to improve data accuracy and enhance operational efficiency. These capabilities allow organizations to streamline operations and focus on strategic initiatives.

Sample Customers

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

Adobe, ADP, BlackBerry, Bonobos, Box, Capital One, Dannon, Eero, Endo, Gensler, HCL, HP, Grovo, HIS, iRobot, Leica, Merck, Sans, Target, Verizon, Vodafone, Yelp, Yahoo!