# Azure Data Factory, Google Cloud Managed Service for Apache Spark vs AWS Data Pipeline Comparison

| | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 4.1 out of 5 | 
| **Total Reviews** | 100 | 17 | 24 | 
| **Largest Market Segment** | Enterprise (59.6% of reviews) | Mid-Market (46.7% of reviews) | Mid-Market (61.9% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Azure Data Factory

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

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

### Google Cloud Managed Service for Apache Spark

**Not enough data**

### AWS Data Pipeline

**Not enough data**

---
## Ratings Comparison
| Rating | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
  | **Meets Requirements** | 9.1 (77 reviews) | 8.7 (10 reviews) | 9.1 (18 reviews) | 
  | **Ease of Use** | 8.9 (79 reviews) | 9.0 (10 reviews) | 8.6 (18 reviews) | 
  | **Ease of Setup** | 9.0 (44 reviews) | Not enough data | 6.9 (7 reviews) | 
  | **Ease of Admin** | 8.7 (31 reviews) | Not enough data | 6.9 (7 reviews) | 
  | **Quality of Support** | 8.8 (72 reviews) | 8.8 (10 reviews) | 8.3 (17 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (30 reviews) | Not enough data | 7.4 (7 reviews) | 
  | **Product Direction (% positive)** | 9.8 (73 reviews) | 8.8 (10 reviews) | 6.1 (18 reviews) | 

---
## Pricing

### Azure Data Factory

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Google Cloud Managed Service for Apache Spark

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### AWS Data Pipeline

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Azure Data Factory** | 9.0/10 | 62 |
| **Google Cloud Managed Service for Apache Spark** | N/A | N/A |
| **AWS Data Pipeline** | N/A | N/A |

#### Management

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Reporting** | 8.6 (50 reviews) | Not enough data | Not enough data | 
| **Auditing** | 8.4 (46 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Extraction** | 9.2 (56 reviews) | Not enough data | Not enough data | 
| **Transformation** | 9.1 (54 reviews) | Not enough data | Not enough data | 
| **Loading** | 9.4 (52 reviews) | Not enough data | Not enough data | 
| **Automation** | 9.2 (54 reviews) | Not enough data | Not enough data | 
| **Scalability** | 9.1 (51 reviews) | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Azure Data Factory** | N/A | N/A |
| **Google Cloud Managed Service for Apache Spark** | 8.7/10 | 9 |
| **AWS Data Pipeline** | N/A | N/A |

#### Database

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Data Distribution** | Not enough data | 8.8 (8 reviews) | Not enough data | 
| **Data Lake** | Not enough data | 8.1 (8 reviews) | Not enough data | 

#### Integrations

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | 9.0 (8 reviews) | Not enough data | 
| **Spark Integration** | Not enough data | 9.4 (8 reviews) | Not enough data | 

#### Platform

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | 9.2 (8 reviews) | Not enough data | 
| **Data Preparation** | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Spark Integration** | Not enough data | 9.4 (8 reviews) | Not enough data | 

#### Processing

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | 9.0 (8 reviews) | Not enough data | 
| **Workload Processing** | Not enough data | 8.3 (8 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Azure Data Factory** | N/A | N/A |
| **Google Cloud Managed Service for Apache Spark** | N/A | N/A |
| **AWS Data Pipeline** | N/A | N/A |

#### Building Reports

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

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

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

**Unique to Google Cloud Managed Service for Apache Spark (1):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)



---
## Reviewer Demographics

### By Company Size

| Segment | Azure Data Factory | Google Cloud Managed Service for Apache Spark | AWS Data Pipeline | 
|---|---|---|---|
| **Small-Business** | 11.7% | 20.0% | 14.3% | 
| **Mid-Market** | 28.7% | 46.7% | 61.9% | 
| **Enterprise** | 59.6% | 33.3% | 23.8% | 

### By Industry

#### Azure Data Factory

- **Information Technology and Services:** 31.6%
- **Computer Software:** 12.6%
- **Consulting:** 5.3%
- **Financial Services:** 5.3%
- **Airlines/Aviation:** 4.2%
- **Retail:** 4.2%
- **Hospital & Health Care:** 3.2%
- **Oil & Energy:** 2.1%
- **Education Management:** 2.1%
- **Logistics and Supply Chain:** 2.1%
- **Other:** 27.4%

#### Google Cloud Managed Service for Apache Spark

- **Information Technology and Services:** 26.7%
- **Retail:** 13.3%
- **Marketing and Advertising:** 6.7%
- **Hospital & Health Care:** 6.7%
- **Higher Education:** 6.7%
- **Consumer Electronics:** 6.7%
- **Computer Software:** 6.7%
- **Broadcast Media:** 6.7%
- **Apparel & Fashion:** 6.7%
- **Alternative Medicine:** 6.7%
- **Other:** 6.7%

#### 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%

---
## Alternatives

### 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 (397 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (202 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 (1235 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)

### Alternatives to Google Cloud Managed Service for Apache Spark

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (775 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) — 4.2/5 stars (70 reviews)
- [Azure Data Lake Store](https://www.g2.com/products/azure-data-lake-store/reviews) — 4.5/5 stars (40 reviews)
- [Apache NiFi](https://www.g2.com/products/apache-nifi/reviews) — 4.2/5 stars (26 reviews)
- [Azure HDInsight](https://www.g2.com/products/azure-hdinsight/reviews) — 3.9/5 stars (17 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (749 reviews)
- [Hadoop HDFS](https://www.g2.com/products/hadoop-hdfs/reviews) — 4.4/5 stars (141 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)

### 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 (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 (775 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 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)

---
## Top Discussions

### 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."

### Google Cloud Managed Service for Apache Spark

No discussions available for this product.

### AWS Data Pipeline

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/azure-data-factory-vs-google-cloud-managed-service-for-apache-spark-vs-aws-data-pipeline)