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# AWS Glue vs Pentaho Data Integration Comparison - What are their main differences?

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AWS GluePentaho Data Integration[+ Add Product](#)

Reviews

**AWS Glue** [

4.3/5(202)

](https://www.g2.com/products/aws-glue/reviews#reviews)

**Pentaho Data Integration** [

4.3/5(17)

](https://www.g2.com/products/pentaho-data-integration/reviews#reviews)

Pricing

**AWS Glue**
Free Trial

No pricing available

**Pentaho Data Integration**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**AWS Glue**
3 months

Based on 5 responses

**Pentaho Data Integration**
Not enough reviews yet

Return on Investment

**AWS Glue**
16 months

Based on 5 responses

**Pentaho Data Integration**
Not enough reviews yet

Perceived Cost

**AWS Glue**
$$$$$

**Pentaho Data Integration**
Not enough reviews yet

Average Discount

**AWS Glue**
13%

**Pentaho Data Integration**
Not enough reviews yet

Pros & Cons

**AWS Glue**
[
Ease of Use (6)
](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1848440&qs=pros-and-cons#reviews)[
Data Integration (3)
](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1849185&qs=pros-and-cons#reviews)[
Slow Performance (3)
](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1848042&qs=pros-and-cons#reviews)[
Debugging Difficulty (2)
](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=2419754&qs=pros-and-cons#reviews)

**Pentaho Data Integration**
[
Features (2)
](https://www.g2.com/products/pentaho-data-integration/reviews?filters%5Bsentiment_snippet%5D=2037958&qs=pros-and-cons#reviews)[
API Integration (1)
](https://www.g2.com/products/pentaho-data-integration/reviews?filters%5Bsentiment_snippet%5D=2037992&qs=pros-and-cons#reviews)[
Performance Issues (2)
](https://www.g2.com/products/pentaho-data-integration/reviews?filters%5Bsentiment_snippet%5D=2037979&qs=pros-and-cons#reviews)[
Learning Curve (1)
](https://www.g2.com/products/pentaho-data-integration/reviews?filters%5Bsentiment_snippet%5D=2037973&qs=pros-and-cons#reviews)

Integrations

**AWS Glue**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image")

Amazon Athena

](https://www.g2.com/products/amazon-athena/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5b5ecb6259c4c0d54368899a457a4e08/aws-step-functions.jpg "Product Avatar Image")

AWS Step Functions

](https://www.g2.com/products/aws-step-functions/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image")

Databricks

](https://www.g2.com/products/databricks/reviews)[
View all
](https://www.g2.com/products/aws-glue/integrations)

**Pentaho Data Integration**
Not enough data

Ratings

Meets Requirements

**AWS Glue**

8.5

8.5158

**Pentaho Data Integration**

8.7

8.715

Ease of Use

**AWS Glue**

8.4

8.4161

**Pentaho Data Integration**

8.6

8.615

Ease of Setup

**AWS Glue**

8.6

8.676

**Pentaho Data Integration**

8.0

8.09

Ease of Admin

**AWS Glue**

8.3

8.368

**Pentaho Data Integration**

8.6

8.67

Quality of Support

**AWS Glue**

8.3

8.3156

**Pentaho Data Integration**

7.2

7.212

Has the product been a good partner in doing business?

**AWS Glue**

8.8

8.868

**Pentaho Data Integration**

8.6

8.66

Product Direction (% positive)

**AWS Glue**

9.0

9.0157

**Pentaho Data Integration**

9.2

9.214

Features

ETL Tools[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

8.9

82

9.1

5

Management

Reporting

8.7(tied score)

61

8.7(tied score)

5

Auditing

8.7

56

9.0(won by 0.3)

5

Functionality

Extraction

9.0

67

9.7(won by 0.7)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Transformation

8.9

73

9.7(won by 0.8)

5

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Loading

9.2

70

9.3(won by 0.1)

5

Automation

8.8(won by 0.5)

69

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

5

Scalability

8.9(won by 0.2)

70

8.7

5

Non-Relational Transformations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Additional Functionality

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Accounting Integration

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

eCommerce Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

8.7

20

Not enough data

Data Governance

User Access Management

8.6(won by default)

17

Not enough data

Dynamic Data Masking

8.8(won by default)

14

Not enough data

Data Lineage

8.7(won by default)

14

Not enough data

Workflow Management

Not enough data

Not enough data

Data Preparation

Search

8.2(won by default)

17

Not enough data

Data Quality and Cleansing

8.9(won by default)

15

Not enough data

Data Transformation

8.9(won by default)

16

Not enough data

Data Modeling

8.8(won by default)

18

Not enough data

Collaboration

Commenting

8.2(won by default)

16

Not enough data

Profiling and Classification

9.0(won by default)

16

Not enough data

Business and Data Glossary

8.9(won by default)

16

Not enough data

Metadata Management 

8.6(won by default)

18

Not enough data

Master Data Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Artificial Intelligence

Machine Learning Recommendations

Feature Not Available

Not enough data

Natural Language Query

Feature Not Available

Not enough data

Automatic Data Cleansing

Feature Not Available

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Machine Learning Data Catalog

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Metadata Extraction

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Preparation[Hide 25 FeaturesShow 25 Features](javascript:void(0);)

8.4

70

Not enough data

Data Source Access

Breadth of Data Sources

8.5(won by default)

60

Not enough data

Ease of Data Connectivity

8.4(won by default)

61

Not enough data

API Connectivity

8.5(won by default)

57

Not enough data

Data Interaction

Profiling and Classification

8.4(won by default)

58

Not enough data

Metadata Management

8.5(won by default)

62

Not enough data

Data Modeling

8.3(won by default)

61

Not enough data

Data Joining

8.8(won by default)

61

Not enough data

Data Blending

8.6(won by default)

54

Not enough data

Data Quality and Cleansing

8.9(won by default)

59

Not enough data

Data Sharing

8.6(won by default)

57

Not enough data

Data Governance

8.3(won by default)

58

Not enough data

Data Exporting

Breadth of Integrations

8.6(won by default)

58

Not enough data

Ease of Integrations

8.2(won by default)

58

Not enough data

Data Workflows

8.4(won by default)

61

Not enough data

Generative AI

AI Text Generation

6.9(won by default)

8

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Data Analysis Tools

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

ETL

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Virtualization[Hide 51 FeaturesShow 51 Features](javascript:void(0);)

9.0

28

Not enough data

Administration

Database Management

9.1(won by default)

23

Not enough data

Access Control

9.0(won by default)

23

Not enough data

Data Security

9.1(won by default)

25

Not enough data

Remote Access/Control

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Capacity Management

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Namespace Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Federation

Architecture

9.1(won by default)

24

Not enough data

Provisioning

9.2(won by default)

23

Not enough data

Orchestration

8.9(won by default)

22

Not enough data

API / Integrations

8.9(won by default)

22

Not enough data

Virtual Machine Provisioning

Not enough data

Not enough data

API

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Transformation

Data Visualization

8.7(won by default)

24

Not enough data

Application Performance

9.1(won by default)

23

Not enough data

Data Modeling

8.6(won by default)

24

Not enough data

Additional Functionality

Real-Time Reporting

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Two-Factor Authentication

Not enough data

Not enough data

Virtual Machine Encryption

Not enough data

Not enough data

Backup and Recovery

Not enough data

Not enough data

File Transfer

Not enough data

Not enough data

Server Monitoring

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Virtual Machine Monitoring

Not enough data

Not enough data

Load Balancing

Not enough data

Not enough data

Remote Update/Installation

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Virtual Machine Snapshots

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Performance Monitoring

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Desktop/Application Virtualization

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Disaster Recovery

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Replication[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

9.1

22

Not enough data

Management

Real-Time Analytics

9.1(won by default)

18

Not enough data

Solution Integration

9.0(won by default)

19

Not enough data

Infrastructure Compatibility

9.1(won by default)

18

Not enough data

Monitoring

9.1(won by default)

17

Not enough data

Solution Provision

System Failover

9.0(won by default)

16

Not enough data

Pay by Usage

8.8(won by default)

15

Not enough data

Service Provision

8.9(won by default)

16

Not enough data

Show 6 feature categories with incomplete data

Cloud Migration[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Data Migration

Not enough data

Not enough data

Data Variety

Not enough data

Not enough data

Alerts and Logging

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Management

Backup and Recovery

Not enough data

Not enough data

Integration Variety

Not enough data

Not enough data

Access and Security

Not enough data

Not enough data

Real time Monitoring

Not enough data

Not enough data

Security

Data Protection

Not enough data

Not enough data

Agentic AI - Cloud Migration

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Data Mapping[Hide 8 FeaturesShow 8 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Data visualisation

Not enough data

Not enough data

Data transformation

Not enough data

Not enough data

Data migration

Not enough data

Not enough data

Process various formats

Not enough data

Not enough data

No-code functionality

Not enough data

Not enough data

Data manipulation

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

AWS Marketplace[Hide 3 FeaturesShow 3 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - AWS Marketplace

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Backup[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Management

Disaster Recovery

Not enough data

Not enough data

Remote Backup

Not enough data

Not enough data

Storage Formats

Not enough data

Not enough data

Scheduled Backups

Not enough data

Not enough data

On-Demand Restoration

Not enough data

Not enough data

Reporting

Activity Monitoring

Not enough data

Not enough data

Documentation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Security

Data Encryption

Not enough data

Not enough data

Security and Compliance

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

Not enough data

Not enough data

Database

Real-Time Data Collection

Not enough data

Not enough data

Data Distribution

Not enough data

Not enough data

Data Lake

Not enough data

Not enough data

Integrations

Hadoop Integration

Not enough data

Not enough data

Spark Integration

Not enough data

Not enough data

Platform

Machine Scaling

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Spark Integration

Not enough data

Not enough data

Processing

Cloud Processing

Not enough data

Not enough data

Workload Processing

Not enough data

Not enough data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

Data Transformation

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

Integration APIs

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Platform

Mobile User Support

Not enough data

Not enough data

Customization 

Not enough data

Not enough data

User, Role, and Access Management

Not enough data

Not enough data

Internationalization

Not enough data

Not enough data

Sandbox / Test Environments

Not enough data

Not enough data

Performance and Reliability

Not enough data

Not enough data

Breadth of Partner Applications

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue")](https://www.g2.com/products/aws-glue/reviews)

AWS Glue

Small-Business(50 or fewer emp.)

22.7%

Mid-Market(51-1000 emp.)

29.4%

Enterprise(\> 1000 emp.)

47.9%

[![Pentaho Data Integration](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_99b6c3290adbb4f06b886ae6d4a91c45/pentaho-data-integration.png "Pentaho Data Integration")](https://www.g2.com/products/pentaho-data-integration/reviews)

Pentaho Data Integration

Small-Business(50 or fewer emp.)

17.6%

Mid-Market(51-1000 emp.)

41.2%

Enterprise(\> 1000 emp.)

41.2%

Small-Business

(50 or fewer emp.)

22.7%

17.6%

Mid-Market

(51-1000 emp.)

29.4%

41.2%

Enterprise

(\> 1000 emp.)

47.9%

41.2%

Reviewers' Industry

[![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue")](https://www.g2.com/products/aws-glue/reviews)
AWS Glue

Information Technology and Services

18.1%

Computer Software

15.0%

Financial Services

6.7%

Hospital & Health Care

5.7%

Computer & Network Security

4.1%

Other

50.3%

[![Pentaho Data Integration](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_99b6c3290adbb4f06b886ae6d4a91c45/pentaho-data-integration.png "Pentaho Data Integration")](https://www.g2.com/products/pentaho-data-integration/reviews)
Pentaho Data Integration

Information Technology and Services

35.3%

Telecommunications

11.8%

Banking

11.8%

Internet

5.9%

Information Services

5.9%

Other

29.4%

FAQs

## AWS Glue vs Pentaho Data Integration FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between AWS Glue vs Pentaho Data Integration?

AWS Glue stands out for its serverless architecture and deep AWS ecosystem integration, while Pentaho Data Integration is recognized for its open-source accessibility and user-friendly interface.

| [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) |
| --- | --- |
| 4.3/5 (202 reviews) | 4.3/5 (17 reviews) |
| — | — |
| 8.6 | 8.0 |
| 8.3 | 7.2 |
| Ease of Use (6 all-time mentions) | Features (2 all-time mentions) |

### How do the pricing models of AWS Glue and Pentaho Data Integration compare?

AWS Glue is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Pentaho Data Integration.

- **AWS Glue:** Reviewers highlight cost-effectiveness, noting the pay-for-what-you-use model and cost optimization features.
- **Pentaho Data Integration:** Reviewers appreciate the availability of a free community edition but mention performance issues at scale.

### What are the best alternatives to AWS Glue and Pentaho Data Integration?

The best alternatives to AWS Glue and Pentaho Data Integration are PowerCenter, Alteryx, and Fivetran.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202) | — | Reviewers highlight cost-effectiveness and serverless pricing | Ease of Use (6 all-time mentions) |
| [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) | 4.3/5 (17) | — | Free community edition available | Features (2 all-time mentions) |
| [PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) | 4.3/5 (90) | Enterprise | — | — |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | — |
| [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828) | Mid-Market | — | — |

### Which ETL Tools features should I prioritize when comparing AWS Glue and Pentaho Data Integration?

Buyers should prioritize Ease of Use, Ease of Setup, Quality of Support, Transformation capabilities, and Integration breadth when comparing AWS Glue and Pentaho Data Integration.

- **Ease of Use:** AWS Glue scores 8.4, Pentaho Data Integration 8.6.
- **Ease of Setup:** AWS Glue scores 8.6, Pentaho Data Integration 8.0.
- **Quality of Support:** AWS Glue scores 8.3, Pentaho Data Integration 7.2.
- **Transformation:** Transformation is the most frequently mentioned feature in reviews for both products.
- **Integration breadth:** AWS Glue has 2 all-time mentions for integrations, while Pentaho Data Integration has 1.

### What are the pros and cons of AWS Glue vs Pentaho Data Integration?

AWS Glue's headline strength is its serverless architecture and AWS integration, while Pentaho Data Integration is valued for its open-source accessibility and user-friendly interface.

- **AWS Glue strengths:** Ease of Use (6 all-time mentions), Data Integration (3), ETL Solutions (3), Features (3), Scalability (2), Data Cataloging (2), Integration Efficiency (2).
- **AWS Glue trade-offs:** Slow Performance (3), Debugging Difficulty (2), Performance Issues (2).
- **Pentaho Data Integration strengths:** Features (2), API Integration, Cloud Integration, Data Integration, Intuitive Use.
- **Pentaho Data Integration trade-offs:** Performance Issues (2), occasional UI/UX and documentation challenges.

### Is AWS Glue or Pentaho Data Integration better for small businesses?

Pentaho Data Integration is a better fit for small businesses due to its open-source community edition and user-friendly interface.

- **AWS Glue:** Reviewers note its ease of use and integration with AWS services, but do not highlight small-business adoption as a primary segment.
- **Pentaho Data Integration:** Reviewers consistently mention the benefits of the free community edition and ease of setup for smaller teams.

### Which ETL Tools platform has better integrations?

AWS Glue is favored for integrations, with more reviewer-cited integration mentions than Pentaho Data Integration.

- **AWS Glue:** Amazon Athena is cited in 5 all-time reviews as a key integration.
- **Pentaho Data Integration:** Reviewers mention API integration and connectors, but with fewer cited integrations overall.

### How do AWS Glue and Pentaho Data Integration compare on customer support?

AWS Glue scores higher on Quality of Support, with a 1.1-point advantage over Pentaho Data Integration (8.3 vs 7.2).

- **AWS Glue:** Reviewers frequently describe support as responsive and helpful, with several citing satisfaction with AWS customer service.
- **Pentaho Data Integration:** Reviewers note that support is generally adequate but sometimes limited, especially for the community edition.

### Which is easier to implement, AWS Glue or Pentaho Data Integration?

AWS Glue and Pentaho Data Integration are near parity on Ease of Setup, with AWS Glue at 8.6 and Pentaho Data Integration at 8.0.

- **AWS Glue:** Reviewers highlight straightforward setup, especially for those familiar with AWS, but note a learning curve for beginners.
- **Pentaho Data Integration:** Reviewers describe the setup as user-friendly, particularly for the community edition, though some mention manual configuration steps.

### Which product has better Transformation?

Transformation is a core strength for both AWS Glue and Pentaho Data Integration, with frequent reviewer mentions for each.

- **AWS Glue:** Transformation is cited as a key feature in recent reviews, with multiple all-time mentions for ETL Solutions and Data Integration.
- **Pentaho Data Integration:** Transformation is highlighted in reviews as a primary use case, with reviewers praising its graphical ETL designer and data cleansing capabilities.

Alternatives

**AWS Glue Alternatives**

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

 ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran")

[
Fivetran
](/products/fivetran/reviews)

 ![Hevo Data](https://images.g2crowd.com/uploads/product/hd_favicon/1a4069c8ee36ae34c4c9c55aeea3a96d/hevo-data.svg "Hevo Data")

[
Hevo Data
](/products/hevo-data/reviews)

 ![Workato](https://images.g2crowd.com/uploads/product/hd_favicon/5e21242185438a3b63b0b3cc5eb921b0/workato.svg "Workato")

[
Workato
](/products/workato/reviews)

**Pentaho Data Integration Alternatives**

 ![IBM DataStage](https://images.g2crowd.com/uploads/product/hd_favicon/d5f47a126ea8e1be448ba629e8897652/ibm-datastage.svg "IBM DataStage")

[
IBM DataStage
](/products/ibm-datastage/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")

[
BigQuery
](/products/google-cloud-bigquery/reviews)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

## AWS Glue vs Pentaho Data Integration

When assessing the two solutions, reviewers found Pentaho Data Integration easier to use and administer. However, reviewers preferred the ease of set up, and doing business with AWS Glue overall.

- Reviewers felt that Pentaho Data Integration meets the needs of their business better than AWS Glue.
- When comparing quality of ongoing product support, reviewers felt that AWS Glue is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Pentaho Data Integration over AWS Glue.