AWS Glue vs Fivetran comparison

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AWS Glue

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Executive SummaryUpdated on Dec 3, 2024

AWS Glue and Fivetran compete in data integration and management. AWS Glue appears to have an advantage due to its strong integration within the AWS ecosystem and automation features, whereas Fivetran is notable for its seamless connectors and ease of automation.

Features: AWS Glue offers a data catalog, efficient triggers for scheduling ETL processes, and strong AWS integration. It is notable for its code-generation capabilities and scalable cloud features. Fivetran is appreciated for automation in data replication and seamless connectors with diverse applications. Its integration with DBT for data transformation and replication is also notable.

Room for Improvement: AWS Glue could improve startup time, expand language support, and enhance cross-cloud compatibility. Fivetran should focus on enhancing data pipeline observability, increasing connector options, and improving pricing transparency and logging features.

Ease of Deployment and Customer Service: AWS Glue supports private, hybrid, and public cloud deployments but has a learning curve, with costly yet reliable customer service. Fivetran is primarily public cloud-based, offering efficient hybrid integration with positively regarded but costly customer service.

Pricing and ROI: AWS Glue's pay-as-you-go model supports scalability, but it can be expensive for extensive data use, requiring careful cost planning. Fivetran's pricing based on data usage might be costly, but costs decrease with high data usage. Both products promise ROI through efficiency, but Fivetran's pricing model could lead to unexpected costs.

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

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AWS Glue vs. Fivetran

April 2026

Helped 893,221 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

6.6

Fivetran offers significant time and cost-saving benefits, simplifying data integration and maintenance while reducing reliance on data engineers.

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

Fivetran provides time savings, cost reductions, and improvements in data quality.

Team Lead Data Engineer at Data Pilot

It saves us the effort of having one to two data engineers managing the tasks that Fivetran handles.

For more quotes and insights, download the Fivetran report

Lead Data Engineer at Sensilab

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

6.0

Fivetran customer support is efficient yet sometimes slow, rated 7-9, with calls for improved critical issue communication.

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

If they could provide support more quickly, that would be great.

Vigneswar Jeyaraj

Manager at InfoCepts

The technical support provided by Fivetran has generally been good, with a response time and competence that I would rate as good.

Lead Data Engineer at Sensilab

Customer support from Fivetran is quite good; it's really nice and responsive.

For more quotes and insights, download the Fivetran report

Team Lead Data Engineer at Data Pilot

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

7.1

Fivetran scales well for various businesses, accommodating data needs but can be costly and complex for smaller 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

Fivetran's scalability has been tested effectively, and it has been working well for our organization's growing data needs.

For more quotes and insights, download the Fivetran report

Team Lead Data Engineer at Data Pilot

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

8.0

Users generally express high satisfaction with Fivetran's stable reliability, despite occasional issues with API connections and custom setups.

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

They have 99.9% accuracy on the data load and they maintain transparency.

Vigneswar Jeyaraj

Manager at InfoCepts

In my experience, Fivetran is stable with very few instances of downtime or reliability issues.

For more quotes and insights, download the Fivetran report

Team Lead Data Engineer at Data Pilot

During the duration of the time that we used Fivetran, it was highly stable.

reviewer2396643

Founder at a marketing services firm with 1-10 employees

Room For Improvement

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

Fivetran needs improvements in connectors, real-time processing, user interface, pricing, support, documentation, and integration capabilities.

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

From a cost perspective, if the number of connectors is lesser, then Fivetran is not the most cost-efficient option.

reviewer2396643

Founder at a marketing services firm with 1-10 employees

I want more flexibility during ingestion, specifically for transformations needed beforehand.

Team Lead Data Engineer at Data Pilot

Fivetran could improve by adapting more for technical users and by providing more options for such users.

For more quotes and insights, download the Fivetran report

Lead Data Engineer at Sensilab

Setup Cost

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

Fivetran's pricing is high, favoring larger enterprises with discounts available; smaller companies may find it prohibitive.

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

Our current yearly contract for Fivetran is approximately $70,000.

For more quotes and insights, download the Fivetran report

Lead Data Engineer at Sensilab

Valuable Features

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

Fivetran is valued for seamless data replication, user-friendly interface, scalability, and minimal coding, enabling efficient data handling.

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

The most valuable feature of Fivetran is its built-in connectors for a wide range of data sources.

For more quotes and insights, download the Fivetran report

Lead Data Engineer at Sensilab

The real-time data replication is what I see best in the market where it reduces the overhead of customers needing to maintain the pipeline.

Vigneswar Jeyaraj

Manager at InfoCepts

The ability to seamlessly integrate with a large variety of data sources is valuable.

reviewer2396643

Founder at a marketing services firm with 1-10 employees

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

Fivetran

Ranking in Cloud Data Integration

9th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (14th), Data Replication (3rd)

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 Fivetran is 4.2%, down from 5.2% 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%
Fivetran	4.2%
Other	88.2%

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.

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Has accelerated data integration workflows and supports seamless development of custom connectors

Team Lead Data Engineer at Data Pilot

I've worked extensively with Fivetran, mainly used for extraction purposes, and I've worked with the transformation element in it as well. Fivetran not only has built-in connectors but also provides SDK connectors, allowing us to develop our own connectors in an easy manner. I don't have to write raw Python scripts or dumping scripts; it offers straightforward examples and guidelines, making it much simpler to develop custom connectors inside Fivetran. We've been able to develop many custom connectors as well, which is unique and beneficial for having everything centralized instead of having those connectors located elsewhere. One of the best features by Fivetran is its clean, simple, and intuitive UI. It includes a transformation section where I can deploy my DBT queries and scripts. It also supplies good tracking capabilities for billing estimates and user permissions, allowing for customization to the desired level. The number of connectors it has remains a standout feature, and within connectors, the options available are very helpful. Although it sometimes appears static due to its built-in nature, it offers good flexibility for data transformation and caching, which I appreciate because it saves us extensive script-writing time.

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See which vendors are best for you

Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.

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893,221 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

19%

Computer Software Company

Manufacturing Company

Comms Service Provider

Financial Services Firm

11%

Computer Software Company

10%

Manufacturing Company

Healthcare 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	10
Midsize Enterprise	7
Large Enterprise	16

Questions from the Community

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Product Reports

Download AWS Glue product report

AWS Glue

May 2026

Download Fivetran product report

May 2026

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)

Fivetran offers a seamless, scalable data integration platform with strong connectors and real-time synchronization. Tailored for managing ETL workflows and integrating with DBT, it appeals to organizations seeking efficient data management.

Fivetran distinguishes itself through its intuitive interface and extensive scalability, allowing businesses to manage entire ETL workflows seamlessly. Its robust connectors ensure smooth integration with multiple data sources, while transparent logging and minimal coding requirements enhance accessibility. With real-time data synchronization, organizations benefit from up-to-date insights for analytics and engineering purposes. While some users point out areas for improvement like better documentation and expanded integration options, Fivetran remains a cherished tool for centralizing data in data warehouses such as supporting change data capture, migrations, and synchronizations from systems like Salesforce, NetSuite, and Google Analytics. Operating within an ELT framework, it empowers businesses to streamline data processes without complex extraction logic.

What are the key features of Fivetran?

Ease of Use: Intuitive platform minimizing setup complexity
Scalability: Adapt to growing data needs efficiently
Powerful Connectors: Seamless integration with diverse data sources
Real-Time Synchronization: Instant data updates supporting timely insights
DBT Integration: Simplifies transformations within ETL workflows
Transparent Logging: Provides clear visibility into operations

Which benefits can users expect in reviews?

Cost-Effective Scalability: Manage increased data without significant financial impact
Minimal Coding: Reduces technical barriers enhancing accessibility
Comprehensive Data Management: Centralizes diverse data streams effectively
Timely Analytics: Real-time updates foster actionable insights
Streamlined Workflow Management: Efficiently handles complex ETL processes

In industry-specific implementation, Fivetran is integral for businesses requiring robust data integration to power analytics. Retailers utilize it to consolidate e-commerce data for sales insights, while finance firms rely on its capabilities to merge financial data for reporting. In the tech sector, it supports engineering teams by providing a reliable data pipeline that fuels app development and performance monitoring.

Sample Customers

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

Autodesk, Condé Nast, JetBlue, Morgan Stanley, OpenAI, LVMH, Pfizer, Verizon, SpotifyNational Australia Bank, Saks, Cemex, Okta, Dropbox, Pitney Bowes, World Fuel Services,Lufthansa, AutoZone, ASICS, ASOS, Coupa, Databricks, Hermes, New Relic, Intercom,Canva, Honeywell, Square, DocuSign, Nandos, Oldcastle Infrastructure