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# AWS Data Pipeline vs AWS Database Migration Service Comparison - What are their main differences?

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AWS Data PipelineAWS Database Migration Service[+ Add Product](#)

Reviews

**AWS Data Pipeline** [

4.1/5(24)

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

**AWS Database Migration Service** [

4.1/5(50)

](https://www.g2.com/products/aws-database-migration-service/reviews#reviews)

Pricing

**AWS Data Pipeline**
No pricing available

**AWS Database Migration Service**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**AWS Data Pipeline**
Not enough reviews yet

**AWS Database Migration Service**
5 months

Based on 5 responses

Return on Investment

**AWS Data Pipeline**
Not enough reviews yet

**AWS Database Migration Service**
Not enough reviews yet

Perceived Cost

**AWS Data Pipeline**
$$$$$

**AWS Database Migration Service**
$$$$$

Average Discount

**AWS Data Pipeline**
Not enough reviews yet

**AWS Database Migration Service**
Not enough reviews yet

Pros & Cons

**AWS Data Pipeline**
Not enough data

**AWS Database Migration Service**
Not enough data

Screenshots

**AWS Data Pipeline**
No screenshot available

**AWS Database Migration Service**
 ![AWS Database Migration Service screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/92021/product-page-diagram-AWS-DMS-homogeneous-database-migrations-1.703dcf071fa58120bcd52b9194f9bf7d9a3d9110.png)

Ratings

Meets Requirements

**AWS Data Pipeline**

9.1

9.118

**AWS Database Migration Service**

8.4

8.441

Ease of Use

**AWS Data Pipeline**

8.6

8.618

**AWS Database Migration Service**

8.7

8.742

Ease of Setup

**AWS Data Pipeline**

6.9

6.97

**AWS Database Migration Service**

7.8

7.819

Ease of Admin

**AWS Data Pipeline**

6.9

6.97

**AWS Database Migration Service**

7.9

7.917

Quality of Support

**AWS Data Pipeline**

8.3

8.317

**AWS Database Migration Service**

8.5

8.542

Has the product been a good partner in doing business?

**AWS Data Pipeline**

7.4

7.47

**AWS Database Migration Service**

8.2

8.216

Product Direction (% positive)

**AWS Data Pipeline**

6.1

6.118

**AWS Database Migration Service**

8.8

8.838

Features

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

Not enough data

8.3

8

Management

Auditing

Not enough data

8.0(won by default)

5

Reporting

Not enough data

Not enough data

Functionality

Extraction

Not enough data

8.8(won by default)

7

Transformation

Not enough data

7.6(won by default)

7

Loading

Not enough data

8.1(won by default)

7

Automation

Not enough data

9.0(won by default)

7

Scalability

Not enough data

8.5(won by default)

8

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

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

Not enough data

9.0

11

Functionality

Data Migration

Not enough data

9.1(won by default)

9

Data Variety

Not enough data

8.9(won by default)

6

Alerts and Logging

Not enough data

8.6(won by default)

7

Data Replication

Not enough data

8.9(won by default)

9

Management

Backup and Recovery

Not enough data

8.8(won by default)

10

Integration Variety

Not enough data

8.9(won by default)

9

Access and Security

Not enough data

9.4(won by default)

9

Real time Monitoring

Not enough data

9.0(won by default)

10

Security

Data Protection

Not enough data

9.0(won by default)

8

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

Not enough data

9.4

8

Management

Real-Time Analytics

Not enough data

9.0(won by default)

7

Solution Integration

Not enough data

9.7(won by default)

5

Infrastructure Compatibility

Not enough data

9.4(won by default)

6

Monitoring

Not enough data

9.3(won by default)

5

Solution Provision

Pay by Usage

Not enough data

9.7(won by default)

5

System Failover

Not enough data

Not enough data

Service Provision

Not enough data

Not enough data

Show 1 feature category with incomplete 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 Data Pipeline](https://images.g2crowd.com/uploads/product/hd_favicon/1528476492/aws-data-pipeline.svg "AWS Data Pipeline")](https://www.g2.com/products/aws-data-pipeline/reviews)

AWS Data Pipeline

Small-Business(50 or fewer emp.)

14.3%

Mid-Market(51-1000 emp.)

61.9%

Enterprise(\> 1000 emp.)

23.8%

[![AWS Database Migration Service](https://images.g2crowd.com/uploads/product/hd_favicon/1528476503/aws-database-migration-service.svg "AWS Database Migration Service")](https://www.g2.com/products/aws-database-migration-service/reviews)

AWS Database Migration Service

Small-Business(50 or fewer emp.)

25.5%

Mid-Market(51-1000 emp.)

31.9%

Enterprise(\> 1000 emp.)

42.6%

Small-Business

(50 or fewer emp.)

14.3%

25.5%

Mid-Market

(51-1000 emp.)

61.9%

31.9%

Enterprise

(\> 1000 emp.)

23.8%

42.6%

Reviewers' Industry

[![AWS Data Pipeline](https://images.g2crowd.com/uploads/product/hd_favicon/1528476492/aws-data-pipeline.svg "AWS Data Pipeline")](https://www.g2.com/products/aws-data-pipeline/reviews)
AWS Data Pipeline

Computer Software

23.8%

Telecommunications

14.3%

Information Technology and Services

9.5%

Financial Services

9.5%

Sports

4.8%

Other

38.1%

[![AWS Database Migration Service](https://images.g2crowd.com/uploads/product/hd_favicon/1528476503/aws-database-migration-service.svg "AWS Database Migration Service")](https://www.g2.com/products/aws-database-migration-service/reviews)
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%

Other

31.9%

FAQs

## AWS Data Pipeline vs AWS Database Migration Service FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between AWS Database Migration Service vs AWS Data Pipeline?

AWS Database Migration Service is distinguished by its intuitive migration process and strong support experience, while AWS Data Pipeline is noted for its drag-and-drop UI and integration with AWS services.

| [AWS Database Migration Service](https://www.g2.com/products/aws-database-migration-service/reviews) | [AWS Data Pipeline](https://www.g2.com/products/aws-data-pipeline/reviews) |
| --- | --- |
| 4.1/5 (50 reviews) | 4.1/5 (24 reviews) |
| Enterprise | Mid-Market |
| 7.8 | 6.9 |
| 8.5 | 8.3 |
| Intuitive migration process, clear guidance, and strong support | Drag-and-drop UI, easy AWS integration, and batch process orchestration |

### How do the pricing models of AWS Database Migration Service and AWS Data Pipeline compare?

Reviewers consider AWS Data Pipeline the stronger value, as reflected in satisfaction with cost and flexibility.

- **AWS Database Migration Service:** In recent reviews, several reviewers cite high pricing as a trade-off, especially for large-scale migrations, but note the convenience and support received.
- **AWS Data Pipeline:** Reviewers highlight its low cost, flexibility, and pay-as-you-go model, with positive sentiment around only being charged when used.
- **Switching reasons:** Reviewers mention switching to AWS Data Pipeline for its lower cost and automation capabilities.

### What are the best alternatives to AWS Database Migration Service and AWS Data Pipeline?

The top 3 alternatives to AWS Database Migration Service and AWS Data Pipeline are Azure Data Factory, Fivetran, and Qlik Replicate.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [AWS Database Migration Service](https://www.g2.com/products/aws-database-migration-service/reviews) | 4.1/5 (50 reviews) | Enterprise | Pricing cited as high for large-scale migrations | Intuitive migration process and strong support |
| [AWS Data Pipeline](https://www.g2.com/products/aws-data-pipeline/reviews) | 4.1/5 (24 reviews) | Mid-Market | Low cost and pay-as-you-go flexibility | Drag-and-drop UI and AWS integration |
| [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) | 4.6/5 (101 reviews) | Enterprise | — | Comprehensive ETL and data integration capabilities |
| [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828 reviews) | Mid-Market | — | Automated data pipeline management |
| [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) | 4.3/5 (110 reviews) | Enterprise | — | Real-time data replication and transformation |

### Which ETL Tools features should I prioritize when comparing AWS Database Migration Service and AWS Data Pipeline?

Buyers should prioritize Ease of Setup, Quality of Support, Meets Requirements, Ease of Use, and Ease of Admin when comparing AWS Database Migration Service and AWS Data Pipeline.

- **Ease of Setup:** AWS Database Migration Service scores 7.8, AWS Data Pipeline 6.9.
- **Quality of Support:** AWS Database Migration Service scores 8.5, AWS Data Pipeline 8.3.
- **Meets Requirements:** AWS Database Migration Service scores 8.4, AWS Data Pipeline 9.1.
- **Ease of Use:** AWS Database Migration Service scores 8.7, AWS Data Pipeline 8.6.
- **Ease of Admin:** AWS Database Migration Service scores 7.9, AWS Data Pipeline 6.9.

### What are the pros and cons of AWS Database Migration Service vs AWS Data Pipeline?

AWS Database Migration Service's headline strength is its intuitive migration process and strong support, while AWS Data Pipeline stands out for its drag-and-drop UI and AWS integration.

- **AWS Database Migration Service strengths:** Intuitive migration process, clear guidance, strong support, and robust handling of heterogeneous migrations.
- **AWS Database Migration Service trade-offs:** High pricing for large-scale migrations, requires skilled resources, and some technical limitations with certain database engines.
- **AWS Data Pipeline strengths:** Drag-and-drop UI, easy integration with AWS services, low cost, and flexible scheduling for ETL and batch jobs.
- **AWS Data Pipeline trade-offs:** Some missing features, maintenance mode limits bug fixes and feature requests, and setup can be complex for customized ETL workflows.

### Is AWS Database Migration Service or AWS Data Pipeline better for small businesses?

AWS Data Pipeline is a better fit for small businesses, as reflected by its largest reviewer segment and positive sentiment around cost and flexibility.

- **AWS Database Migration Service:** Largest segment is Enterprise; reviewers note high pricing and the need for skilled resources, which may be less ideal for small businesses.
- **AWS Data Pipeline:** Largest segment is Mid-Market; reviewers highlight its low cost, flexibility, and suitability for automated, scheduled data movement, making it attractive for smaller organizations.

### Which ETL Tools platform has better integrations?

Reviewers rate AWS Data Pipeline and AWS Database Migration Service at parity for integrations, with both products integrating well with AWS services.

- **AWS Database Migration Service:** Reviewers mention integrations with Amazon RDS, Amazon Aurora, Amazon Redshift, and S3.
- **AWS Data Pipeline:** Reviewers cite integrations with EMR, S3, and EC2, with positive sentiment around AWS ecosystem compatibility.

### How do AWS Database Migration Service and AWS Data Pipeline compare on customer support?

AWS Database Migration Service and AWS Data Pipeline are rated at near-parity for Quality of Support, with scores of 8.5 and 8.3 respectively, below the materiality threshold.

- **AWS Database Migration Service:** Reviewers consistently highlight strong support experiences, quick responses, and helpful documentation.
- **AWS Data Pipeline:** Reviewers note generally positive support, though some mention slower response times and limited updates due to maintenance mode.

### Which is easier to implement, AWS Database Migration Service or AWS Data Pipeline?

AWS Database Migration Service is easier to implement than AWS Data Pipeline, with a 0.9-point higher Ease of Setup score (7.8 vs 6.9).

- **AWS Database Migration Service:** Reviewers describe the setup as intuitive, with clear guidance and minimal manual effort required once learned.
- **AWS Data Pipeline:** Reviewers mention the drag-and-drop UI is helpful, but setup can be complex for customized workflows and may involve a learning curve.

Alternatives

**AWS Data Pipeline Alternatives**

 ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory")

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

 ![Apache NiFi](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d126f094f8a50e553d82706d908d28c4/apache-nifi.jpg "Apache NiFi")

[
Apache NiFi
](/products/apache-nifi/reviews)

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

[
Fivetran
](/products/fivetran/reviews)

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

[
Workato
](/products/workato/reviews)

**AWS Database Migration Service Alternatives**

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

[
Fivetran
](/products/fivetran/reviews)

 ![Qlik Replicate](https://images.g2crowd.com/uploads/product/hd_favicon/98e80bea04e66b93e3f2ce721286e85c/qlik-replicate.svg "Qlik Replicate")

[
Qlik Replicate
](/products/qlik-replicate/reviews)

 ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory")

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

 ![Oracle GoldenGate](https://images.g2crowd.com/uploads/product/hd_favicon/1543621403/oracle-goldengate.svg "Oracle GoldenGate")

[
Oracle
](/products/oracle-goldengate/reviews)

## AWS Data Pipeline vs AWS Database Migration Service

When assessing the two solutions, reviewers found AWS Database Migration Service easier to use, set up, and administer. Reviewers also preferred doing business with AWS Database Migration Service overall.

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