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# AWS Glue vs Ab Initio Comparison - What are their main differences?

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AWS GlueAb Initio[+ Add Product](#)

Reviews

**AWS Glue** [

4.3/5(202)

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

**Ab Initio** [

4.3/5(24)

](https://www.g2.com/products/ab-initio/reviews#reviews)

Pricing

**AWS Glue**
Free Trial

No pricing available

**Ab Initio**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**AWS Glue**
3 months

Based on 5 responses

**Ab Initio**
Not enough reviews yet

Return on Investment

**AWS Glue**
16 months

Based on 5 responses

**Ab Initio**
Not enough reviews yet

Perceived Cost

**AWS Glue**
$$$$$

**Ab Initio**
$$$$$

Average Discount

**AWS Glue**
13%

**Ab Initio**
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)

**Ab Initio**
Not enough data

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)

**Ab Initio**
Not enough data

Ratings

Meets Requirements

**AWS Glue**

8.5

8.5158

**Ab Initio**

8.8

8.816

Ease of Use

**AWS Glue**

8.4

8.4161

**Ab Initio**

8.5

8.516

Ease of Setup

**AWS Glue**

8.6

8.676

**Ab Initio**
Not enough data

Ease of Admin

**AWS Glue**

8.3

8.368

**Ab Initio**
Not enough data

Quality of Support

**AWS Glue**

8.3

8.3156

**Ab Initio**

8.6

8.615

Has the product been a good partner in doing business?

**AWS Glue**

8.8

8.868

**Ab Initio**

8.7

8.75

Product Direction (% positive)

**AWS Glue**

9.0

9.0157

**Ab Initio**

7.8

7.816

Features

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

8.9

82

8.3

9

Management

Reporting

8.7(won by 0.4)

61

8.3

6

Auditing

8.7(won by 1.7)

56

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

7.0

5

Functionality

Extraction

9.0(won by 0.1)

67

8.9

9

Transformation

8.9

73

9.1(won by 0.2)

9

Loading

9.2(won by 0.1)

70

9.1

9

Automation

8.8(won by 1.2)

69

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

7.6

9

Scalability

8.9(won by 0.6)

70

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

8.3

9

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 3 feature categories with incomplete 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

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%

[![Ab Initio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b6ec9442f4b8b2bc54eebeb265353f5f/ab-initio.png "Ab Initio")](https://www.g2.com/products/ab-initio/reviews)

Ab Initio

Small-Business(50 or fewer emp.)

4.5%

Mid-Market(51-1000 emp.)

9.1%

Enterprise(\> 1000 emp.)

86.4%

Small-Business

(50 or fewer emp.)

22.7%

4.5%

Mid-Market

(51-1000 emp.)

29.4%

9.1%

Enterprise

(\> 1000 emp.)

47.9%

86.4%

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%

[![Ab Initio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b6ec9442f4b8b2bc54eebeb265353f5f/ab-initio.png "Ab Initio")](https://www.g2.com/products/ab-initio/reviews)
Ab Initio

Information Technology and Services

38.1%

Banking

28.6%

Insurance

19.0%

Telecommunications

9.5%

Retail

4.8%

Other

0.0%

FAQs

## AWS Glue vs Ab Initio FAQs

Generated using AI

Last updated: August 15, 2026

### What is the difference between Ab Initio vs AWS Glue?

Ab Initio and AWS Glue are both highly rated ETL tools for enterprise use, but Ab Initio is noted for its high performance and graphical development environment, while AWS Glue stands out for its serverless architecture and integration with AWS services.

| [Ab Initio](https://www.g2.com/products/ab-initio/reviews) | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) |
| --- | --- |
| 4.3/5 (24 reviews) | 4.3/5 (202 reviews) |
| Enterprise | Enterprise |
| — | 8.6 |
| 8.6 | 8.3 |
| High performance, scalability, and graphical ETL development | Serverless ETL, AWS ecosystem integration, and automation |

### How do the pricing models of Ab Initio and AWS Glue compare?

Reviewers rate AWS Glue and Ab Initio at parity for value, with both products receiving similar satisfaction scores on price and cost-related dimensions.

- **Ab Initio:** Reviewers frequently cite high licensing costs as a drawback, especially for smaller organizations, but note its value for enterprise-scale data processing.
- **AWS Glue:** Reviewers appreciate the pay-as-you-go serverless pricing model and cost optimization features, but mention that costs can increase quickly if jobs are not optimized.

### What are the best alternatives to Ab Initio and AWS Glue?

The top three alternatives to Ab Initio and AWS Glue are Alteryx, IBM DataStage, and Fivetran.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Ab Initio](https://www.g2.com/products/ab-initio/reviews) | 4.3/5 (24) | Enterprise | High licensing cost noted | High performance and scalability |
| [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202) | Enterprise | Pay-as-you-go, cost optimization, but can rise with usage | Serverless ETL and AWS integration |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | Advanced analytics and automation |
| [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) | 4.0/5 (73) | Enterprise | — | Enterprise-grade ETL and integration |
| [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828) | Mid-Market | — | Automated data pipelines |

### Which ETL Tools features should I prioritize when comparing Ab Initio and AWS Glue?

Buyers should prioritize Transformation, Integration, Ease of Use, Quality of Support, and Scalability when comparing Ab Initio and AWS Glue.

- **Transformation:** Ab Initio is frequently praised for its robust transformation capabilities and graphical development environment; AWS Glue is noted for automated ETL transformations and PySpark support.
- **Integration:** AWS Glue is highlighted for its integration with AWS services, with 2 all-time mentions for easy integrations and 5 for Amazon Athena.
- **Ease of Use:** Ab Initio scores 8.5, AWS Glue scores 8.4; AWS Glue has 6 all-time mentions for ease of use.
- **Quality of Support:** Ab Initio scores 8.6, AWS Glue scores 8.3.
- **Scalability:** Both products are recognized for scalability, with AWS Glue having 2 all-time mentions for scalability.

### What are the pros and cons of Ab Initio vs AWS Glue?

Ab Initio's headline strength is high performance and scalability, while AWS Glue's is its serverless architecture and AWS ecosystem integration.

- **Ab Initio strengths:** High performance, robust parallel processing, graphical development environment, strong error handling, and scalability for large data volumes.
- **Ab Initio trade-offs:** High licensing cost, steep learning curve for new users, and a user interface that some reviewers find dated.
- **AWS Glue strengths:** Serverless ETL, tight AWS integration, automation, ease of use (6 all-time mentions), and cost optimization features.
- **AWS Glue trade-offs:** Debugging difficulty (2 all-time mentions), slow performance for some workloads (3 all-time mentions), and costs can rise if jobs are not optimized.

### Is Ab Initio or AWS Glue better for small businesses?

AWS Glue is better suited for small businesses due to its serverless model and cost flexibility, while Ab Initio is primarily used by enterprises.

- **Ab Initio:** Largest segment is Enterprise; reviewers note high licensing costs and a steep learning curve, making it less accessible for small businesses.
- **AWS Glue:** Largest segment is Enterprise; reviewers highlight the pay-as-you-go pricing and ease of setup, which can benefit smaller organizations with fluctuating workloads.

### Which ETL Tools platform has better integrations?

AWS Glue is favored for integrations, especially within the AWS ecosystem.

- **Ab Initio:** Reviewers mention integration with Java and Python in recent reviews.
- **AWS Glue:** Amazon Athena is mentioned in 5 reviews, and reviewers frequently highlight integration with AWS services such as S3, Redshift, and Lake Formation.

### How do Ab Initio and AWS Glue compare on customer support?

Ab Initio and AWS Glue are at near-parity on Quality of Support, with Ab Initio at 8.6 and AWS Glue at 8.3.

- **Ab Initio:** Reviewers describe support as good, with several citing responsive assistance but noting limited online documentation and reliance on vendor-provided training.
- **AWS Glue:** Reviewers report generally positive support experiences, with multiple mentions of helpful AWS support, though a few note challenges with documentation and troubleshooting complex issues.

### Which is easier to implement, Ab Initio or AWS Glue?

AWS Glue scores higher on Ease of Setup with an 8.6, while Ab Initio does not have a published score for this dimension.

- **Ab Initio:** Reviewers note that setup is straightforward for those with Unix knowledge, but the learning curve can be steep for beginners.
- **AWS Glue:** Reviewers consistently highlight easy setup, with several citing the serverless model and visual interface as simplifying implementation.

### Which product has better Transformation?

Ab Initio and AWS Glue are both strong in Transformation, with reviewers highlighting robust transformation capabilities for both platforms.

- **Ab Initio:** Reviewers frequently praise its ability to handle complex transformations, graphical development environment, and support for multiple data formats.
- **AWS Glue:** Reviewers note automated ETL transformations, PySpark support, and visual tools for transformation, with multiple mentions of transformation capabilities in recent reviews.

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)

**Ab Initio Alternatives**

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

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

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BigQuery
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[
Azure Data Factory
](/products/azure-data-factory/reviews)

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[
Databricks
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## AWS Glue vs Ab Initio

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