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AWS Glue vs AWS Data Pipeline Comparison

Last updated:

AWS Glue

4.3(152 reviews)

Starting at $0.44

  • Large Enterprises
  • Medium Business

AWS Glue is a fully managed ETL service that makes it quicker and easier to move, transform, and load data. It provides familiar SQL-based interfaces for creating and managing extract, transform, and load (ETL) processes…

AWS Data Pipeline

4.1(24 reviews)

Starting at $1 /Month

  • Large Enterprises
  • Medium Business

AWS Data Pipeline is a web service that helps to reliably connect, transform, and load data on Amazon S3 using simple building blocks defined. AWS Data Pipeline allows user to move data from one place to another on a sch…

AWS Glue leads on user satisfaction with a 4.3-star rating across 152 reviews.

AWS Glue vs AWS Data Pipeline — at a glance

FeatureAWS GlueAWS Data Pipeline
Rating4.3 / 54.1 / 5
Reviews15224
Starting price$0.44$1 /Month
Free trial No No
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessLarge Enterprises, Medium Business, Small Business
CategoryETL ToolsETL Tools
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
API
Support modesOnlineOnline
CertificationsSOC 2, HIPAA, GDPR, ISO 27001SOC 2, HIPAA, GDPR, ISO 27001
Data residencyGlobalGlobal

Key differences between AWS Glue and AWS Data Pipeline

  • Pricing: AWS Glue starts at $0.44, while AWS Data Pipeline starts at $1 /Month.
  • User satisfaction: AWS Glue scores higher with a 4.3-star average.
  • Deployment: AWS Glue supports SaaS/Web/Cloud; AWS Data Pipeline supports SaaS/Web/Cloud.

AWS Glue vs AWS Data Pipeline — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most ETL Tools tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

AWS Glue - ETL Tools
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AWS Data Pipeline - ETL Tools
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AWS Glue vs AWS Data Pipeline: Biggest differences

Start here before you go deeper into features.

AWS Glue

Best for automated, serverless ETL in AWS-centric cloud environments.

Choose if
  • You need seamless integration with AWS services and infrastructure.
  • You want serverless ETL with auto-generated scripts and dynamic scaling.
  • You require automated ETL workflows using AWS Lambda for task automation.
Consider alternatives if
  • Your team relies heavily on non-Python/Scala programming languages for ETL.
  • You have limited AWS expertise or minimal AWS infrastructure in place.

AWS Data Pipeline

Best for

Large Enterprises, Medium Business, Small Business

AWS Glue typically suits Large Enterprises and Medium Business. AWS Data Pipeline tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

AWS Glue is a fully managed ETL service that makes it quicker and easier to move, transform, and load data. It provides familiar SQL-based interfaces for creating and managing extract, ... Read More about AWS Glue

AWS Data Pipeline is a web service that helps to reliably connect, transform, and load data on Amazon S3 using simple building blocks defined. AWS Data Pipeline allows user to move data ... Read More about AWS Data Pipeline

Entry Level Pricing

  • Starts from $0.44
  • Starts from $1

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

8.7/10

8.4/10

User Ratings

Based on verified Spotsaas reviews

4.31

(152)

4.1

(24)

Best Company Size

Medium BusinessLarge Enterprises
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How do AWS Glue and AWS Data Pipeline Compare on Features?

Total Features

6 Features

5 Features

Unique Features

No unique features

No unique features

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Compare AWS Glue and AWS Data Pipeline on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • $0.44
      • $1

      Pricing Plans

      • Not Available
      • Not Available

      Pricing Page

      AWS Glue pricing
      AWS Data Pipeline pricing

      AWS Glue vs AWS Data Pipeline: Other Details

      Organization Types supported

      • Small Business
      • Medium Business
      • Large Enterprises
      • Individuals
      • Freelancers
      • Small Business
      • Medium Business
      • Large Enterprises
      • Individuals
      • Freelancers

      Platforms Supported

      • Browser Based (Cloud)
      • Installed - Windows
      • Installed - Mac
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows
      • Installed - Mac
      • Browser Based (Cloud)

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Not Available
      • Not Available
      Get help choosing
      Get help choosing

      AWS Glue vs AWS Data Pipeline Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      SOC 2

      ✓ Yes
      ✓ Yes

      HIPAA

      ✓ Yes
      ✓ Yes

      GDPR

      ✓ Yes
      ✓ Yes

      ISO 27001

      ✓ Yes
      ✓ Yes

      Single Sign-On (SSO)

      ✓ Yes
      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes
      ✓ Yes

      Data Encryption

      ✓ Yes
      ✓ Yes

      Audit Logs

      ✓ Yes
      ✓ Yes

      Data Residency

      🌐 Global
      🌐 Global

      AWS Glue User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      106

      62

      11

      2

      2

      12

      10

      1

      0

      1

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      AWS Glue is praised for its powerful AWS integration and ease of use but criticized for limited language support, higher costs, and poor beginner documentation.

      What buyers like

      • Ease of use
      • AWS service integration
      • Automated ETL script generation

      Common complaints

      • Limited programming language support
      • Costs for large datasets

      Buyer sentiment

      Buyer sentiment is positive across 24 reviews, with strong overall satisfaction.

      What buyers like

      • Easy to set up and run data transformation tasks, with a user-friendly drag-and-drop interface.
      • Integrates well with other AWS services like EMR, making automation straightforward.
      • User-friendly GUI for designing workflows and managing complex data processing tasks.

      Common complaints

      • Customization options and features may be overwhelming for beginners without adequate support.
      • Limited selection in the Marketplace for additional apps and connectors, restricting advanced functionalities.
      • Some users find organizing tasks using JSON blobs cumbersome and not very intuitive.

      Pros and Cons

      • Seamless integration with AWS services

      • Serverless architecture with auto-generation of ETL scripts

      • User-friendly interface including drag-and-drop ETL job creation

      • Limited programming language support (mainly Python and Scala)

      • Higher costs for processing large datasets

      • Highly reliable for AWS data workflows

      • Supports complex data transformations

      • Scalable for large data sets

      • May require AWS expertise

      • Can be costly for extensive use

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Used AWS Glue or AWS Data Pipeline? Tell buyers what actually differs.

      Media and Screenshots

      Screenshots

      Create Table

      1 Screenshots

      No screenshots available.

      Videos

      video-0

      1 Videos

      video-0

      1 Videos

      Top Alternatives to AWS Glue and AWS Data Pipeline in 2026

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, AWS Glue or AWS Data Pipeline?
      AWS Glue edges out the other on user ratings (4.3 vs 4.1). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do AWS Glue and AWS Data Pipeline offer a free trial?
      Neither AWS Glue nor AWS Data Pipeline currently lists a free trial.
      What is the starting price of AWS Glue vs AWS Data Pipeline?
      AWS Glue starts at $0.44. AWS Data Pipeline starts at $1 /Month.
      What are the top alternatives to AWS Glue?
      Top alternatives to AWS Glue include Talend Cloud Data Integration, Etlworks Integrator, Matillion ETL, Blendo, Talend Application Integration.
      What are the top alternatives to AWS Data Pipeline?
      Top alternatives to AWS Data Pipeline include Etlworks Integrator, Amazon AppFlow, Matillion ETL, AWS Glue, ETL Framework.