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AWS Data Pipeline vs AWS Glue Comparison

Last updated:

AWS Data Pipeline

4.1(48 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

2.9(141 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 leads on user satisfaction with a 4.1-star rating across 48 reviews.

AWS Data Pipeline vs AWS Glue — at a glance

FeatureAWS Data PipelineAWS Glue
Rating4.1 / 52.9 / 5
Reviews48141
Starting price$1 /Month$0.44
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 Data Pipeline and AWS Glue

  • Pricing: AWS Data Pipeline starts at $1 /Month, while AWS Glue starts at $0.44.
  • User satisfaction: AWS Data Pipeline scores higher with a 4.1-star average.
  • Deployment: AWS Data Pipeline supports SaaS/Web/Cloud; AWS Glue supports SaaS/Web/Cloud.

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

Start here before you go deeper into features.

AWS Data Pipeline

Best for

Large Enterprises, Medium Business, Small Business

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 typically suits Large Enterprises and Medium Business. AWS Glue 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 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

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

Entry Level Pricing

  • Starts from $1
  • Starts from $0.44

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

8.4/10

8.7/10

User Ratings

Based on verified Spotsaas reviews

4.1

(48)

Best Company Size

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

Total Features

5 Features

6 Features

Unique Features

No unique features

No unique features

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Compare AWS Data Pipeline and AWS Glue 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

      • $1
      • $0.44

      Pricing Plans

      • Not Available
      • Not Available

      Pricing Page

      AWS Data Pipeline pricing
      AWS Glue pricing

      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

      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 Data Pipeline User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      12

      10

      1

      0

      1

      106

      62

      11

      2

      2

      Spotsaas Editor’s POV generated by AI

      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.

      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

      Pros and Cons

      • 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

      • 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

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

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

      Media and Screenshots

      Screenshots

      No screenshots available.

      Create Table

      1 Screenshots

      Videos

      video-0

      1 Videos

      video-0

      1 Videos

      Top Alternatives to AWS Data Pipeline and AWS Glue 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 Data Pipeline or AWS Glue?
      AWS Data Pipeline edges out the other on user ratings (4.1 vs 2.9). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do AWS Data Pipeline and AWS Glue offer a free trial?
      Neither AWS Data Pipeline nor AWS Glue currently lists a free trial.
      What is the starting price of AWS Data Pipeline vs AWS Glue?
      AWS Data Pipeline starts at $1 /Month. AWS Glue starts at $0.44.
      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.
      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.