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AWS Glue vs Databricks Comparison

Last updated:

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…

Databricks

4.1(104 reviews)

Starting at $0.07

  • Individuals
  • Freelancers / Consultants

Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is designed to be flexible, reliable,…

Databricks leads on user satisfaction with a 4.1-star rating across 104 reviews.

AWS Glue vs Databricks — at a glance

FeatureAWS GlueDatabricks
Rating2.9 / 54.1 / 5
Reviews141104
Starting price$0.44$0.07
Free trial No No
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessIndividuals, Freelancers / Consultants, Large Enterprises
CategoryETL ToolsData Warehouse Software
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailable
Support modesOnlineBusiness Hours, Online
CertificationsSOC 2, HIPAA, GDPR, ISO 27001SOC 2
Data residencyGlobalGlobal

Key differences between AWS Glue and Databricks

  • Pricing: AWS Glue starts at $0.44, while Databricks starts at $0.07.
  • Target audience: AWS Glue is built for Large Enterprises and Medium Business, while Databricks targets Individuals and Freelancers / Consultants.
  • User satisfaction: Databricks scores higher with a 4.1-star average.
  • Deployment: AWS Glue supports SaaS/Web/Cloud; Databricks supports SaaS/Web/Cloud.

AWS Glue vs Databricks — 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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Databricks - New SaaS Software
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Talk to an expert

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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.

Databricks

Best for

Individuals, Freelancers / Consultants, Large Enterprises

AWS Glue typically suits Large Enterprises and Medium Business. Databricks tends to fit Individuals and Freelancers / Consultants 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

Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is ... Read More about Databricks

Entry Level Pricing

  • Starts from $0.44
  • Starts from $0.07

Free Trial Availability

  • No free trial
  • No free trial

Spotsaas Score

What's this? ↗

8.7/10

Not Available

User Ratings

Based on verified Spotsaas reviews

Best Company Size

Medium BusinessLarge Enterprises
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Software Demo

Demo

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How do AWS Glue and Databricks 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 Databricks 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
      • $0.07

      Pricing Plans

      • Not Available
      • Not Available

      Pricing Page

      AWS Glue pricing
      Databricks pricing

      Other Details

      Organization Types supported

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

      Platforms Supported

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

      Modes of support

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

      API Support

      • Not Available
      • 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
      ✗ No

      GDPR

      ✓ Yes

      ISO 27001

      ✓ Yes

      Single Sign-On (SSO)

      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes

      Data Encryption

      ✓ Yes

      Audit Logs

      ✓ Yes

      Data Residency

      🌐 Global
      🌐 Global

      AWS Glue User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      106

      62

      11

      2

      2

      45

      0

      0

      0

      0

      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 45 reviews, with strong overall satisfaction.

      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

      No pros or cons available for this product

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      List of Customers

      Customers

      No Customers information available.

      Nielsen

      Nielsen

      Bechtel

      Bechtel

      Sevatec

      Sevatec

      Media and Screenshots

      Screenshots

      Create Table

      1 Screenshots

      No screenshots available.

      Videos

      video-0

      1 Videos

      video-0

      2 Videos

      Top Alternatives to AWS Glue and Databricks 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 Databricks?
      Databricks 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 Glue and Databricks offer a free trial?
      Neither AWS Glue nor Databricks currently lists a free trial.
      What is the starting price of AWS Glue vs Databricks?
      AWS Glue starts at $0.44. Databricks starts at $0.07.
      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 Databricks?
      Top alternatives to Databricks include Synapse, Snowflake, Qualified, Datascale, Workvivo.

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