# AWS Glue vs Stitch Comparison

---
## Frequently Asked Questions

### What is the difference between Stitch vs AWS Glue?

Stitch is favored for its ease of use and setup, while AWS Glue is recognized for its serverless architecture and integration with AWS services.

| [Stitch](https://www.g2.com/products/stitch-2026-01-09/reviews) | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) |
| --- | --- |
| 4.4/5 (68 reviews) | 4.3/5 (202 reviews) |
| Small-Business | Enterprise |
| 9.1 | 8.6 |
| 8.7 | 8.3 |
| Ease of use and quick setup | Serverless ETL and AWS ecosystem integration |



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

Stitch is rated higher for value, with a stronger Price/Cost satisfaction score than AWS Glue.

- **Stitch:** Reviewers highlight transparent and competitive pricing, with several noting the free tier is generous for testing and small workloads.
- **AWS Glue:** Reviewers mention cost can increase quickly if jobs are not optimized, and monitoring usage is essential to avoid unforeseen expenses.



### What are the best alternatives to Stitch and AWS Glue?

Alteryx, Fivetran, and Skyvia are the top three alternatives to Stitch and AWS Glue.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Stitch](https://www.g2.com/products/stitch-2026-01-09/reviews) | 4.4/5 (68) | Small-Business | Transparent and competitive pricing, generous free tier | Ease of use and quick setup |
| [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202) | Enterprise | Cost can increase if jobs are not optimized | Serverless ETL and AWS ecosystem integration |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | Advanced analytics and automation capabilities |
| [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828) | Mid-Market | — | Automated data integration |
| [Skyvia](https://www.g2.com/products/skyvia/reviews) | 4.8/5 (324) | Small-Business | — | Ease of use and high customer satisfaction |



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

Buyers should prioritize Ease of Use, Ease of Setup, Integrations, Transformation capabilities, and Quality of Support when comparing Stitch and AWS Glue.

- **Ease of Use:** Stitch scores 9.4, AWS Glue 8.4.
- **Ease of Setup:** Stitch scores 9.1, AWS Glue 8.6.
- **Integrations:** AWS Glue has 2 all-time mentions for integrations, with specific support for Amazon Athena; Stitch reviewers frequently cite a wide variety of integrations.
- **Transformation:** Transformation is the most frequently mentioned feature across both products, with AWS Glue offering advanced transformation via PySpark and visual tools.
- **Quality of Support:** Stitch scores 8.7, AWS Glue 8.3.



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

Stitch's headline strength is ease of use and setup, while AWS Glue's is its serverless architecture and deep AWS integration.

- **Stitch strengths:** Reviewers highlight ease of use, quick setup, and a wide variety of integrations.
- **Stitch trade-offs:** Trade-offs include limited transformation capabilities within the platform and inconsistent customer support experiences.
- **AWS Glue strengths:** Reviewers cite serverless ETL, strong integration with AWS services, scalability, and automation as key strengths, with 6 all-time mentions for ease of use and 3 for data integration.
- **AWS Glue trade-offs:** Trade-offs include higher complexity for beginners, cost increases if not optimized, and challenges with debugging and job startup times (3 all-time mentions for slow performance, 2 for debugging difficulty).



### Is Stitch or AWS Glue better for small businesses?

Stitch is better suited for small businesses, as reflected by its largest reviewer segment and positive small-business sentiment.

- **Stitch:** Small-Business is the largest segment, with reviewers consistently praising its ease of setup and affordability for smaller teams.
- **AWS Glue:** Enterprise is the largest segment, and reviewers note its strengths in scalability and AWS integration, but mention a steeper learning curve and higher costs for smaller organizations.



### Which ETL Tools platform has better integrations?

Stitch is favored for integrations, with reviewers frequently citing its wide variety of connectors.

- **Stitch:** Reviewers highlight a broad range of integrations, including major platforms like Google Ads and Microsoft Ads, and mention the ability to extend with open-source Singer connectors.
- **AWS Glue:** Amazon Athena is the most frequently cited integration, with 5 all-time mentions, and reviewers note strong integration within the AWS ecosystem.



### How do Stitch and AWS Glue compare on customer support?

Stitch and AWS Glue are rated in near-parity on Quality of Support, with Stitch at 8.7 and AWS Glue at 8.3.

- **Stitch:** Reviewers describe support as inconsistent, with some praising responsiveness and others citing slow or unhelpful responses.
- **AWS Glue:** Reviewers report generally positive support experiences, especially for AWS-related issues, but note occasional challenges with complex troubleshooting and documentation.



### Which is easier to implement, Stitch or AWS Glue?

Stitch is rated higher for Ease of Setup, scoring 9.1 versus AWS Glue's 8.6.

- **Stitch:** Reviewers consistently describe setup as quick and straightforward, often completed in under an hour with minimal technical expertise required.
- **AWS Glue:** Reviewers note that setup is manageable, especially for those familiar with AWS, but mention a steeper learning curve and more complex configuration for advanced use cases.



### Which product has better Transformation?

AWS Glue is favored for Transformation, with reviewers citing advanced transformation capabilities and automation.

- **Stitch:** Transformation capabilities are limited within the platform, with reviewers noting the need to use external tools like DBT for complex transformations.
- **AWS Glue:** Reviewers highlight robust transformation features, including PySpark support, visual tools, and automation, with multiple all-time mentions for ETL solutions and transformation.



| | AWS Glue | Stitch | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 202 | 68 | 
| **Largest Market Segment** | Enterprise (47.9% of reviews) | Small-Business (53.8% of reviews) | 
| **Entry Level Price** | No pricing available | $100/month up based on volume above 5M rows/month | 

---
## Top Pros & Cons

### AWS Glue

Pros:
- Ease of Use (6 reviews)
- Data Integration (3 reviews)

Cons:
- Slow Performance (3 reviews)
- Debugging Difficulty (2 reviews)

### Stitch

**Not enough data**

---
## Ratings Comparison
| Rating | AWS Glue | Stitch | 
|---|---|---|
  | **Meets Requirements** | 8.5 (158 reviews) | 8.6 (59 reviews) | 
  | **Ease of Use** | 8.4 (161 reviews) | 9.4 (59 reviews) | 
  | **Ease of Setup** | 8.6 (76 reviews) | 9.1 (44 reviews) | 
  | **Ease of Admin** | 8.3 (68 reviews) | 8.9 (44 reviews) | 
  | **Quality of Support** | 8.3 (156 reviews) | 8.7 (48 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (68 reviews) | 8.3 (42 reviews) | 
  | **Product Direction (% positive)** | 9.0 (157 reviews) | 8.1 (56 reviews) | 

---
## Pricing

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Stitch

#### Entry-Level Pricing

Plan: Standard Plans

Price: $100/month up based on volume above 5M rows/month

Description: A flexible plan that grows with your needs.  Full access to 100+ data sources.  

Key Features:
- Online support (live chat / email)
- Access to 100+ sources
- 7 day log retention

[Browse all 2 editions](https://www.g2.com/products/stitch-2026-01-09/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.7/10 | 20 |
| **Stitch** | N/A | N/A |

#### Data Governance

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **User Access Management** | 8.6 (17 reviews) | Not enough data | 
| **Dynamic Data Masking** | 8.8 (14 reviews) | Not enough data | 
| **Data Lineage** | 8.7 (14 reviews) | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Search** | 8.2 (17 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 8.9 (15 reviews) | Not enough data | 
| **Data Transformation** | 8.9 (16 reviews) | Not enough data | 
| **Data Modeling** | 8.8 (18 reviews) | Not enough data | 

#### Collaboration

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Commenting** | 8.2 (16 reviews) | Not enough data | 
| **Profiling and Classification** | 9.0 (16 reviews) | Not enough data | 
| **Business and Data Glossary** | 8.9 (16 reviews) | Not enough data | 
| **Metadata Management ** | 8.6 (18 reviews) | 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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.4/10 | 70 |
| **Stitch** | N/A | N/A |

#### Data Source Access

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Breadth of Data Sources** | 8.5 (60 reviews) | Not enough data | 
| **Ease of Data Connectivity** | 8.4 (61 reviews) | Not enough data | 
| **API Connectivity** | 8.5 (57 reviews) | Not enough data | 

#### Data Interaction

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Profiling and Classification** | 8.4 (58 reviews) | Not enough data | 
| **Metadata Management** | 8.5 (62 reviews) | Not enough data | 
| **Data Modeling** | 8.3 (61 reviews) | Not enough data | 
| **Data Joining** | 8.8 (61 reviews) | Not enough data | 
| **Data Blending** | 8.6 (54 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 8.9 (59 reviews) | Not enough data | 
| **Data Sharing** | 8.6 (57 reviews) | Not enough data | 
| **Data Governance** | 8.3 (58 reviews) | Not enough data | 

#### Data Exporting

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Breadth of Integrations** | 8.6 (58 reviews) | Not enough data | 
| **Ease of Integrations** | 8.2 (58 reviews) | Not enough data | 
| **Data Workflows** | 8.4 (61 reviews) | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **AI Text Generation** | 6.9 (8 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.0/10 | 28 |
| **Stitch** | N/A | N/A |

#### Administration

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Database Management** | 9.1 (23 reviews) | Not enough data | 
| **Access Control** | 9.0 (23 reviews) | Not enough data | 
| **Data Security** | 9.1 (25 reviews) | 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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Architecture** | 9.1 (24 reviews) | Not enough data | 
| **Provisioning** | 9.2 (23 reviews) | Not enough data | 
| **Orchestration** | 8.9 (22 reviews) | Not enough data | 
| **API / Integrations** | 8.9 (22 reviews) | 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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Data Visualization** | 8.7 (24 reviews) | Not enough data | 
| **Application Performance** | 9.1 (23 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (24 reviews) | Not enough data | 

#### Additional Functionality

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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 | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.9/10 | 82 |
| **Stitch** | 8.2/10 | 45 |

#### Management

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Reporting** | 8.7 (61 reviews) | 7.6 (34 reviews) | 
| **Auditing** | 8.7 (56 reviews) | Feature Not Available | 

#### Functionality

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Extraction** | 9.0 (67 reviews) | 9.1 (44 reviews) | 
| **Transformation** | 8.9 (73 reviews) | 6.0 (25 reviews) | 
| **Loading** | 9.2 (70 reviews) | 8.8 (43 reviews) | 
| **Automation** | 8.8 (69 reviews) | 8.9 (39 reviews) | 
| **Scalability** | 8.9 (70 reviews) | 8.6 (37 reviews) | 
| **Non-Relational Transformations** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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 | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.1/10 | 22 |
| **Stitch** | N/A | N/A |

#### Management

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Real-Time Analytics** | 9.1 (18 reviews) | Not enough data | 
| **Solution Integration** | 9.0 (19 reviews) | Not enough data | 
| **Infrastructure Compatibility** | 9.1 (18 reviews) | Not enough data | 
| **Monitoring** | 9.1 (17 reviews) | Not enough data | 

#### Solution Provision

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **System Failover** | 9.0 (16 reviews) | Not enough data | 
| **Pay by Usage** | 8.8 (15 reviews) | Not enough data | 
| **Service Provision** | 8.9 (16 reviews) | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Stitch** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Stitch** | N/A | N/A |

#### Management

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **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

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | AWS Glue | Stitch | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to AWS Glue (6):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)



---
## Reviewer Demographics

### By Company Size

| Segment | AWS Glue | Stitch | 
|---|---|---|
| **Small-Business** | 22.7% | 53.8% | 
| **Mid-Market** | 29.4% | 44.6% | 
| **Enterprise** | 47.9% | 1.5% | 

### By Industry

#### 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%
- **Telecommunications:** 3.6%
- **Insurance:** 3.6%
- **Banking:** 3.1%
- **Airlines/Aviation:** 2.6%
- **Marketing and Advertising:** 2.6%
- **Other:** 34.7%

#### Stitch

- **Computer Software:** 20.0%
- **Information Technology and Services:** 13.8%
- **Marketing and Advertising:** 9.2%
- **Internet:** 9.2%
- **Education Management:** 6.2%
- **Financial Services:** 6.2%
- **Consumer Goods:** 4.6%
- **Hospital & Health Care:** 3.1%
- **Consumer Services:** 3.1%
- **Accounting:** 1.5%
- **Other:** 23.1%

---
## Alternatives

### Alternatives to AWS Glue

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (828 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (292 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (777 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1362 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (762 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.4/5 stars (213 reviews)
- [SnapLogic Agentic Integration and Applied AI Platform](https://www.g2.com/products/snaplogic-agentic-integration-and-applied-ai-platform/reviews) — 4.4/5 stars (408 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.5/5 stars (125 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (101 reviews)

### Alternatives to Stitch

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (828 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (322 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (292 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.4/5 stars (213 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (824 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.5/5 stars (125 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (326 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (777 reviews)
- [Funnel](https://www.g2.com/products/funnel/reviews) — 4.5/5 stars (165 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (101 reviews)

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## Top Discussions

### AWS Glue

- Title: [What does AWS Glue do?](https://www.g2.com/discussions/what-does-aws-glue-do) — 2 comments
  > **Top comment:** "AWS Glue is a serverless data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics,..."
- Title: [What are the main components of AWS Glue?](https://www.g2.com/discussions/what-are-the-main-components-of-aws-glue) — 2 comments
  > **Top comment:** "Data Catalog
Crawlers and data discovery
DataBrew"
- Title: [What is AWS Glue and how it works?](https://www.g2.com/discussions/what-is-aws-glue-and-how-it-works) — 1 comment
  > **Top comment:** "I used glue to create a batch job which can trigger and schedule an event and run the process. "
- Title: [What are the features of glue?](https://www.g2.com/discussions/what-are-the-features-of-glue) — 1 comment
  > **Top comment:** "AWS Glue is a fully managed extract, transform, and load (ETL) service offered by Amazon Web Services.
Features of AWS glue are
1.Data Catalog: AWS Glue..."

### Stitch

- Title: [Which data warehouses does Stitch support?](https://www.g2.com/discussions/which-data-warehouses-does-stitch-support) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Currently, Stitch supports Amazon (Redshift & S3), Azure SQL, Google BigQuery, data.world, Panoply, PostgreSQL, and Snowflake ( see..."
- Title: [How do I know if Stitch supports my data sources?](https://www.g2.com/discussions/how-do-i-know-if-stitch-supports-my-data-sources) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We currently support over 100 SaaS data sources, and the complete list can be found at https://www.stitchdata.com/integrations/sources/ - if you don't find..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-glue-vs-stitch-2026-01-09)