# Altair Monarch, Hevo Data vs AWS Glue Comparison

| | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 92 | 280 | 202 | 
| **Largest Market Segment** | Enterprise (53.8% of reviews) | Mid-Market (47.4% of reviews) | Enterprise (47.9% of reviews) | 
| **Entry Level Price** | No pricing available | $0.00 | No pricing available | 

---
## Top Pros & Cons

### Altair Monarch

**Not enough data**

### Hevo Data

Pros:
- Ease of Use (33 reviews)
- Customer Support (20 reviews)

Cons:
- Expensive (10 reviews)
- Pricing Issues (10 reviews)

### AWS Glue

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

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

---
## Ratings Comparison
| Rating | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
  | **Meets Requirements** | 9.1 (80 reviews) | 8.5 (207 reviews) | 8.5 (158 reviews) | 
  | **Ease of Use** | 8.0 (82 reviews) | 8.9 (209 reviews) | 8.4 (161 reviews) | 
  | **Ease of Setup** | 7.5 (31 reviews) | 9.0 (152 reviews) | 8.6 (76 reviews) | 
  | **Ease of Admin** | 8.1 (31 reviews) | 8.7 (116 reviews) | 8.3 (68 reviews) | 
  | **Quality of Support** | 8.4 (74 reviews) | 9.0 (207 reviews) | 8.3 (156 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.4 (31 reviews) | 8.9 (116 reviews) | 8.8 (68 reviews) | 
  | **Product Direction (% positive)** | 8.7 (82 reviews) | 9.1 (191 reviews) | 9.0 (157 reviews) | 

---
## Pricing

### Altair Monarch

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Hevo Data

#### Entry-Level Pricing

Plan: Free

Price: $0.00

Description: For reliably moving minimal amounts of data from SaaS tools. Upto 1M events/month.


Key Features:
- 1-hour scheduling
- Up to 5 users

[Browse all 4 editions](https://www.g2.com/products/hevo-data/pricing)

#### Free Trial

Yes

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | N/A | N/A |
| **AWS Glue** | 8.7/10 | 20 |

#### Data Governance

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

#### Data Preparation

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

#### Collaboration

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

#### Artificial Intelligence

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Machine Learning Recommendations** | Not enough data | Not enough data | Feature Not Available | 
| **Natural Language Query** | Not enough data | Not enough data | Feature Not Available | 
| **Automatic Data Cleansing** | Not enough data | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | 9.0/10 | 31 |
| **Hevo Data** | N/A | N/A |
| **AWS Glue** | 8.4/10 | 70 |

#### Data Source Access

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Breadth of Data Sources** | 8.8 (26 reviews) | Not enough data | 8.5 (60 reviews) | 
| **Ease of Data Connectivity** | 9.0 (27 reviews) | Not enough data | 8.4 (61 reviews) | 
| **API Connectivity** | Feature Not Available | Not enough data | 8.5 (57 reviews) | 

#### Data Interaction

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Profiling and Classification** | 9.0 (23 reviews) | Not enough data | 8.4 (58 reviews) | 
| **Metadata Management** | 8.8 (18 reviews) | Not enough data | 8.5 (62 reviews) | 
| **Data Modeling** | 8.8 (24 reviews) | Not enough data | 8.3 (61 reviews) | 
| **Data Joining** | 9.1 (25 reviews) | Not enough data | 8.8 (61 reviews) | 
| **Data Blending** | 9.0 (22 reviews) | Not enough data | 8.6 (54 reviews) | 
| **Data Quality and Cleansing** | 9.1 (27 reviews) | Not enough data | 8.9 (59 reviews) | 
| **Data Sharing** | 9.3 (18 reviews) | Not enough data | 8.6 (57 reviews) | 
| **Data Governance** | 8.9 (17 reviews) | Not enough data | 8.3 (58 reviews) | 

#### Data Exporting

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Breadth of Integrations** | 9.2 (24 reviews) | Not enough data | 8.6 (58 reviews) | 
| **Ease of Integrations** | 9.1 (23 reviews) | Not enough data | 8.2 (58 reviews) | 
| **Data Workflows** | 9.2 (25 reviews) | Not enough data | 8.4 (61 reviews) | 

#### Generative AI

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.9 (8 reviews) | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | N/A | N/A |
| **AWS Glue** | 9.0/10 | 28 |

#### Administration

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

#### Federation

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

#### Transformation

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

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | 9.4/10 | 21 |
| **Hevo Data** | 8.2/10 | 93 |
| **AWS Glue** | N/A | N/A |

#### Functionality

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Diverse Extraction Points** | 9.5 (18 reviews) | 8.3 (77 reviews) | Not enough data | 
| **Data Structuring** | 9.6 (21 reviews) | 8.4 (79 reviews) | Not enough data | 
| **Consolidation** | 9.3 (20 reviews) | 8.3 (71 reviews) | Not enough data | 
| **Data Cleaning** | 9.6 (21 reviews) | 8.1 (73 reviews) | Not enough data | 
| **Cloud Extraction** | Feature Not Available | 8.5 (77 reviews) | Not enough data | 
| **Visualization** | 9.1 (16 reviews) | 7.6 (66 reviews) | Not enough data | 

#### Diverse Extraction Points

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Diverse Extraction Points** | 9.5 (18 reviews) | 8.3 (77 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | 8.7/10 | 124 |
| **AWS Glue** | 8.9/10 | 82 |

#### Management

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Reporting** | Not enough data | Feature Not Available | 8.7 (61 reviews) | 
| **Auditing** | Not enough data | 8.1 (86 reviews) | 8.7 (56 reviews) | 

#### Functionality

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Extraction** | Not enough data | 9.1 (118 reviews) | 9.0 (67 reviews) | 
| **Transformation** | Not enough data | 8.5 (108 reviews) | 8.9 (73 reviews) | 
| **Loading** | Not enough data | 8.9 (117 reviews) | 9.2 (70 reviews) | 
| **Automation** | Not enough data | 8.8 (115 reviews) | 8.8 (69 reviews) | 
| **Scalability** | Not enough data | 8.5 (111 reviews) | 8.9 (70 reviews) | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | 8.2/10 | 78 |
| **AWS Glue** | 9.1/10 | 22 |

#### Management

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.1 (54 reviews) | 9.1 (18 reviews) | 
| **Solution Integration** | Not enough data | 8.3 (62 reviews) | 9.0 (19 reviews) | 
| **Infrastructure Compatibility** | Not enough data | 8.5 (61 reviews) | 9.1 (18 reviews) | 
| **Monitoring** | Not enough data | 8.3 (62 reviews) | 9.1 (17 reviews) | 

#### Solution Provision

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **System Failover** | Not enough data | 7.8 (42 reviews) | 9.0 (16 reviews) | 
| **Pay by Usage** | Not enough data | 7.8 (56 reviews) | 8.8 (15 reviews) | 
| **Service Provision** | Not enough data | 8.3 (44 reviews) | 8.9 (16 reviews) | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | 7.8/10 | 34 |
| **AWS Glue** | N/A | N/A |

#### Development 

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Pre-built Connectors** | Not enough data | 8.9 (29 reviews) | Not enough data | 
| **Custom Connectors** | Not enough data | 7.5 (25 reviews) | Not enough data | 

#### Management 

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Reporting and Analytics** | Not enough data | 7.9 (29 reviews) | Not enough data | 
| **Data Mapping** | Not enough data | 7.8 (30 reviews) | Not enough data | 

#### Integration Options

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **ERP Systems** | Not enough data | 7.5 (19 reviews) | Not enough data | 
| **Accounting Systems** | Not enough data | 8.1 (19 reviews) | Not enough data | 
| **CRM and Marketing Automation Systems** | Not enough data | 7.9 (21 reviews) | Not enough data | 
| **EDI** | Not enough data | 7.0 (17 reviews) | Not enough data | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | 9.1/10 | 13 |
| **AWS Glue** | N/A | N/A |

#### Data Management 

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Data Modeling** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Auditing** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Observability** | Not enough data | 9.2 (10 reviews) | Not enough data | 
| **Data mapping** | Not enough data | 8.9 (11 reviews) | Not enough data | 
| **Reporting** | Not enough data | 9.3 (9 reviews) | Not enough data | 

#### Functionality

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Debugging** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Workflow Automations** | Not enough data | 9.6 (8 reviews) | Not enough data | 
| **Notifications** | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **API Integrations** | Not enough data | 9.2 (10 reviews) | Not enough data | 
| **Programmed trigger of data sync** | Not enough data | 9.3 (9 reviews) | Not enough data | 
| **Incremental data sync** | Not enough data | 9.5 (11 reviews) | Not enough data | 
| **Data audit** | Not enough data | 8.8 (8 reviews) | Not enough data | 

#### Security

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Security Compliance** | Not enough data | 9.3 (9 reviews) | Not enough data | 
| **Data Encryption** | Not enough data | 9.1 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Altair Monarch** | N/A | N/A |
| **Hevo Data** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Management

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Altair Monarch (2):** [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools)

**Unique to Hevo Data (5):** [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools), [E-Commerce Data Integration Software](https://www.g2.com/categories/e-commerce-data-integration), [ETL Tools](https://www.g2.com/categories/etl-tools), [Reverse ETL Software](https://www.g2.com/categories/reverse-etl)

**Unique to AWS Glue (7):** [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), [ETL Tools](https://www.g2.com/categories/etl-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Altair Monarch | Hevo Data | AWS Glue | 
|---|---|---|---|
| **Small-Business** | 19.8% | 40.5% | 22.7% | 
| **Mid-Market** | 26.4% | 47.4% | 29.4% | 
| **Enterprise** | 53.8% | 12.0% | 47.9% | 

### By Industry

#### Altair Monarch

- **Financial Services:** 15.4%
- **Hospital &amp; Health Care:** 12.1%
- **Banking:** 11.0%
- **Information Technology and Services:** 7.7%
- **Retail:** 6.6%
- **Accounting:** 5.5%
- **Automotive:** 2.2%
- **Computer Software:** 2.2%
- **Government Administration:** 2.2%
- **Health, Wellness and Fitness:** 2.2%
- **Other:** 33.0%

#### Hevo Data

- **Computer Software:** 14.7%
- **Information Technology and Services:** 12.1%
- **Financial Services:** 11.0%
- **Retail:** 6.6%
- **Marketing and Advertising:** 5.1%
- **Health, Wellness and Fitness:** 5.1%
- **Logistics and Supply Chain:** 4.4%
- **Consumer Goods:** 2.9%
- **Hospital &amp; Health Care:** 2.2%
- **Education Management:** 2.2%
- **Other:** 33.7%

#### AWS Glue

- **Information Technology and Services:** 18.1%
- **Computer Software:** 15.0%
- **Financial Services:** 6.7%
- **Hospital &amp; Health Care:** 5.7%
- **Computer &amp; 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%

---
## Alternatives

### Alternatives to Altair Monarch

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Alteryx Designer Cloud](https://www.g2.com/products/alteryx-alteryx-designer-cloud/reviews) — 4.4/5 stars (165 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (480 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [Decodo (formerly Smartproxy)](https://www.g2.com/products/decodo-formerly-smartproxy/reviews) — 4.6/5 stars (585 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)

### Alternatives to Hevo Data

- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [Dataddo](https://www.g2.com/products/dataddo/reviews) — 4.7/5 stars (185 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (268 reviews)
- [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) — 4.7/5 stars (121 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (565 reviews)

### Alternatives to AWS Glue

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.4/5 stars (84 reviews)

---
## Top Discussions

### Altair Monarch

- Title: [What is data preparation?](https://www.g2.com/discussions/achieving-critical-business-objectives-with-data-no-longer-requires-hours-of-manual-work) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Data preparation is the process of getting data ready for analytics and/or consumption. This includes collecting data from various locations and systems..."

### Hevo Data

- Title: [Is HEVO ETL tool?](https://www.g2.com/discussions/is-hevo-etl-tool) — 1 comment
  > **Top comment:** "yes"
- Title: [What does Hevo data do?](https://www.g2.com/discussions/what-does-hevo-data-do) — 1 comment
  > **Top comment:** "Hevo facilitates moving, and possibly transforming data, from one source to another. You specify a data source from a wide range of applications/databases..."
- Title: [How do I integrate Shopify as a source since private apps have been moved on Shopify?](https://www.g2.com/discussions/how-do-i-integrate-shopify-as-a-source-since-private-apps-have-been-moved-on-shopify) — 1 comment, 1 upvote
  > **Top comment:** "Hi Girolamo,
Using Hevo, it&#39;s very simple to integrate data from your Shopify apps to your database/data warehouse and an automated, near real-time pipeline..."

### 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..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/altair-monarch-vs-hevo-data-vs-aws-glue)

