# AWS Data Pipeline, AWS Database Migration Service vs Azure Data Factory Comparison

| | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.1 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 24 | 50 | 99 | 
| **Largest Market Segment** | Mid-Market (61.9% of reviews) | Enterprise (42.6% of reviews) | Enterprise (59.1% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### AWS Data Pipeline

**Not enough data**

### AWS Database Migration Service

**Not enough data**

### Azure Data Factory

Pros:
- Data Integration (7 reviews)
- Ease of Use (7 reviews)

Cons:
- Debugging Difficulty (5 reviews)
- Difficult Debugging (4 reviews)

---
## Ratings Comparison
| Rating | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
  | **Meets Requirements** | 9.1 (18 reviews) | 8.4 (41 reviews) | 9.1 (76 reviews) | 
  | **Ease of Use** | 8.6 (18 reviews) | 8.7 (42 reviews) | 8.9 (78 reviews) | 
  | **Ease of Setup** | 6.9 (7 reviews) | 7.8 (19 reviews) | 9.0 (43 reviews) | 
  | **Ease of Admin** | 6.9 (7 reviews) | 7.9 (17 reviews) | 8.7 (31 reviews) | 
  | **Quality of Support** | 8.3 (17 reviews) | 8.5 (42 reviews) | 8.8 (71 reviews) | 
  | **Has the product been a good partner in doing business?** | 7.4 (7 reviews) | 8.2 (16 reviews) | 9.1 (30 reviews) | 
  | **Product Direction (% positive)** | 6.1 (18 reviews) | 8.8 (38 reviews) | 9.8 (72 reviews) | 

---
## Pricing

### AWS Data Pipeline

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### AWS Database Migration Service

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Azure Data Factory

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **AWS Data Pipeline** | N/A | N/A |
| **AWS Database Migration Service** | 8.3/10 | 8 |
| **Azure Data Factory** | 9.0/10 | 61 |

#### Management

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.6 (50 reviews) | 
| **Auditing** | Not enough data | 8.0 (5 reviews) | 8.4 (46 reviews) | 

#### Functionality

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Extraction** | Not enough data | 8.8 (7 reviews) | 9.2 (56 reviews) | 
| **Transformation** | Not enough data | 7.6 (7 reviews) | 9.1 (54 reviews) | 
| **Loading** | Not enough data | 8.1 (7 reviews) | 9.4 (52 reviews) | 
| **Automation** | Not enough data | 9.0 (7 reviews) | 9.2 (53 reviews) | 
| **Scalability** | Not enough data | 8.5 (8 reviews) | 9.1 (51 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **AWS Data Pipeline** | N/A | N/A |
| **AWS Database Migration Service** | 9.0/10 | 11 |
| **Azure Data Factory** | N/A | N/A |

#### Functionality

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Data Migration** | Not enough data | 9.1 (9 reviews) | Not enough data | 
| **Data Variety** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Alerts and Logging** | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 8.9 (9 reviews) | Not enough data | 

#### Management

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Backup and Recovery** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **Integration Variety** | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Access and Security** | Not enough data | 9.4 (9 reviews) | Not enough data | 
| **Real time Monitoring** | Not enough data | 9.0 (10 reviews) | Not enough data | 

#### Security

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Data Protection** | Not enough data | 9.0 (8 reviews) | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **AWS Data Pipeline** | N/A | N/A |
| **AWS Database Migration Service** | 9.4/10 | 8 |
| **Azure Data Factory** | N/A | N/A |

#### Management

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Solution Integration** | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | 9.4 (6 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 9.3 (5 reviews) | Not enough data | 

#### Solution Provision

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **System Failover** | Not enough data | Not enough data | Not enough data | 
| **Pay by Usage** | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Service Provision** | Not enough data | Not enough data | Not enough data | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Data Pipeline** | N/A | N/A |
| **AWS Database Migration Service** | N/A | N/A |
| **Azure Data Factory** | N/A | N/A |

#### Management

| Feature | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **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 | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **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 | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **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
**Shared Categories (1):** [ETL Tools](https://www.g2.com/categories/etl-tools)


**Unique to AWS Database Migration Service (2):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [Data Replication Software](https://www.g2.com/categories/data-replication)

**Unique to Azure Data Factory (1):** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | AWS Data Pipeline | AWS Database Migration Service | Azure Data Factory | 
|---|---|---|---|
| **Small-Business** | 14.3% | 25.5% | 11.8% | 
| **Mid-Market** | 61.9% | 31.9% | 29.0% | 
| **Enterprise** | 23.8% | 42.6% | 59.1% | 

### By Industry

#### AWS Data Pipeline

- **Computer Software:** 23.8%
- **Telecommunications:** 14.3%
- **Information Technology and Services:** 9.5%
- **Financial Services:** 9.5%
- **Sports:** 4.8%
- **Marketing and Advertising:** 4.8%
- **Internet:** 4.8%
- **Insurance:** 4.8%
- **Higher Education:** 4.8%
- **Education Management:** 4.8%
- **Other:** 14.3%

#### AWS Database Migration Service

- **Information Technology and Services:** 21.3%
- **Computer Software:** 17.0%
- **Telecommunications:** 14.9%
- **Financial Services:** 10.6%
- **Health, Wellness and Fitness:** 4.3%
- **Alternative Medicine:** 2.1%
- **Biotechnology:** 2.1%
- **Construction:** 2.1%
- **Consumer Goods:** 2.1%
- **E-Learning:** 2.1%
- **Other:** 21.3%

#### Azure Data Factory

- **Information Technology and Services:** 31.9%
- **Computer Software:** 12.8%
- **Financial Services:** 5.3%
- **Airlines/Aviation:** 4.3%
- **Consulting:** 4.3%
- **Retail:** 4.3%
- **Hospital & Health Care:** 3.2%
- **Oil & Energy:** 2.1%
- **Logistics and Supply Chain:** 2.1%
- **Insurance:** 2.1%
- **Other:** 27.7%

---
## Alternatives

### Alternatives to AWS Data Pipeline

- [Apache NiFi](https://www.g2.com/products/apache-nifi/reviews) — 4.2/5 stars (26 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (794 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 (767 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (396 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (822 reviews)
- [Singular](https://www.g2.com/products/singular/reviews) — 4.5/5 stars (509 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

### Alternatives to AWS Database Migration Service

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (794 reviews)
- [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews)
- [Oracle GoldenGate](https://www.g2.com/products/oracle-goldengate/reviews) — 3.9/5 stars (34 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (767 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Veeam Data Platform](https://www.g2.com/products/veeam-data-platform/reviews) — 4.6/5 stars (717 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (3998 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)

### Alternatives to Azure Data Factory

- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (396 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (205 reviews)
- [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (199 reviews)
- [Matillion](https://www.g2.com/products/matillion-2023-06-26/reviews) — 4.4/5 stars (84 reviews)
- [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) — 4.0/5 stars (73 reviews)
- [Apache NiFi](https://www.g2.com/products/apache-nifi/reviews) — 4.2/5 stars (26 reviews)
- [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) — 4.3/5 stars (17 reviews)
- [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (794 reviews)

---
## Top Discussions

### AWS Data Pipeline

No discussions available for this product.

### AWS Database Migration Service

No discussions available for this product.

### Azure Data Factory

- Title: [Is Azure data Factory an ETL tool?](https://www.g2.com/discussions/is-azure-data-factory-an-etl-tool) — 2 comments
  > **Top comment:** "Yes Azure Data Factory is a No-Code ETL tool. Very easy to use."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-data-pipeline-vs-aws-database-migration-service-vs-azure-data-factory)