# Pentaho Data Integration, StarfishETL vs AWS Glue Comparison

| | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.7 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 17 | 76 | 202 | 
| **Largest Market Segment** | Mid-Market (41.2% of reviews) | Enterprise (38.0% of reviews) | Enterprise (47.9% of reviews) | 
| **Entry Level Price** | No pricing available | $500.00 | No pricing available | 

---
## Top Pros & Cons

### Pentaho Data Integration

Pros:
- Features (2 reviews)
- API Integration (1 reviews)

Cons:
- Performance Issues (2 reviews)
- Learning Curve (1 reviews)

### StarfishETL

**Not enough data**

### AWS Glue

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

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

---
## Ratings Comparison
| Rating | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (15 reviews) | 9.4 (68 reviews) | 8.5 (158 reviews) | 
  | **Ease of Use** | 8.6 (15 reviews) | 8.9 (68 reviews) | 8.4 (161 reviews) | 
  | **Ease of Setup** | 8.0 (9 reviews) | 8.3 (28 reviews) | 8.6 (76 reviews) | 
  | **Ease of Admin** | 8.6 (7 reviews) | 8.8 (27 reviews) | 8.3 (68 reviews) | 
  | **Quality of Support** | 7.2 (12 reviews) | 9.5 (69 reviews) | 8.3 (156 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (6 reviews) | 9.7 (28 reviews) | 8.8 (68 reviews) | 
  | **Product Direction (% positive)** | 9.2 (14 reviews) | 9.3 (68 reviews) | 9.0 (157 reviews) | 

---
## Pricing

### Pentaho Data Integration

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### StarfishETL

#### Entry-Level Pricing

Plan: Professional Integration

Price: $500.00

Description: Monthly price paid annually
**MOST POPULAR**


Key Features:
- 2 Standard Connectors
- 1 Integration
- Designer: Included

[Browse all 4 editions](https://www.g2.com/products/starfishetl/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 |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | 8.7/10 | 20 |

#### Data Governance

| Feature | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | 8.4/10 | 70 |

#### Data Source Access

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

#### Data Interaction

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

#### Data Exporting

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

#### Generative AI

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.9 (8 reviews) | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | 9.0/10 | 28 |

#### Administration

| Feature | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | 9.1/10 | 5 |
| **StarfishETL** | 9.5/10 | 28 |
| **AWS Glue** | 8.9/10 | 82 |

#### Management

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Reporting** | 8.7 (5 reviews) | 9.1 (26 reviews) | 8.7 (61 reviews) | 
| **Auditing** | 9.0 (5 reviews) | 9.6 (26 reviews) | 8.7 (56 reviews) | 

#### Functionality

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Extraction** | 9.7 (5 reviews) | 9.7 (28 reviews) | 9.0 (67 reviews) | 
| **Transformation** | 9.7 (5 reviews) | 9.5 (28 reviews) | 8.9 (73 reviews) | 
| **Loading** | 9.3 (5 reviews) | 9.4 (27 reviews) | 9.2 (70 reviews) | 
| **Automation** | 8.3 (5 reviews) | 9.3 (28 reviews) | 8.8 (69 reviews) | 
| **Scalability** | 8.7 (5 reviews) | 9.6 (27 reviews) | 8.9 (70 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | 9.5/10 | 34 |
| **AWS Glue** | N/A | N/A |

#### Functionality

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Data Migration** | Not enough data | 9.7 (34 reviews) | Not enough data | 
| **Data Variety** | Not enough data | 9.7 (34 reviews) | Not enough data | 
| **Alerts and Logging** | Not enough data | 9.1 (34 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 9.6 (34 reviews) | Not enough data | 

#### Management

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Backup and Recovery** | Not enough data | 9.8 (32 reviews) | Not enough data | 
| **Integration Variety** | Not enough data | 9.1 (31 reviews) | Not enough data | 
| **Access and Security** | Not enough data | 9.5 (34 reviews) | Not enough data | 
| **Real time Monitoring** | Not enough data | 9.4 (33 reviews) | Not enough data | 

#### Security

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Data Protection** | Not enough data | 9.7 (32 reviews) | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | Pentaho Data Integration | StarfishETL | 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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Mapping

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Functionality

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Data visualisation** | Not enough data | Not enough data | Not enough data | 
| **Data transformation** | Not enough data | Not enough data | Not enough data | 
| **Data migration** | Not enough data | Not enough data | Not enough data | 
| **Process various formats** | Not enough data | Not enough data | Not enough data | 
| **No-code functionality** | Not enough data | Not enough data | Not enough data | 
| **Data manipulation** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | 9.1/10 | 22 |

#### Management

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

#### Solution Provision

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

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | 9.5/10 | 33 |
| **AWS Glue** | N/A | N/A |

#### Development 

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | 9.2 (24 reviews) | Not enough data | 
| **API Designer** | Not enough data | 9.7 (20 reviews) ✓ Verified | Not enough data | 
| **Flow Designer** | Not enough data | 9.5 (20 reviews) ✓ Verified | Not enough data | 
| **Pre-Built Connectors** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Custom Connectors** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Reusable connectors** | Not enough data | 9.5 (20 reviews) | Not enough data | 
| **Multi - tenant architecture** | Not enough data | 9.5 (20 reviews) | Not enough data | 

#### Management 

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Routing And Orchestration** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Data Mapping** | Not enough data | 9.5 (20 reviews) ✓ Verified | Not enough data | 
| **Data Transformation** | Not enough data | 9.6 (20 reviews) ✓ Verified | Not enough data | 
| **API Management** | Not enough data | 9.6 (20 reviews) | Not enough data | 

#### Security

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Data Encryption** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Security Standards** | Not enough data | 9.3 (20 reviews) ✓ Verified | Not enough data | 
| **Communication Protocol** | Not enough data | 9.6 (20 reviews) ✓ Verified | Not enough data | 

#### Integration Options

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | 9.7 (20 reviews) ✓ Verified | Not enough data | 
| **Managed File Transfers** | Not enough data | 9.4 (20 reviews) ✓ Verified | Not enough data | 
| **Big Data Processing** | Not enough data | 9.8 (20 reviews) ✓ Verified | Not enough data | 
| **EDI** | Not enough data | 9.6 (19 reviews) | Not enough data | 

#### Deployment 

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Hybrid** | Not enough data | 9.1 (19 reviews) | Not enough data | 
| **Cloud to Cloud** | Not enough data | 9.8 (20 reviews) | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Pentaho Data Integration | StarfishETL | 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 |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Management

| Feature | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | Pentaho Data Integration | StarfishETL | 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 | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Database

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Integrations

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Processing

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Pentaho Data Integration** | N/A | N/A |
| **StarfishETL** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Building Reports

| Feature | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **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 | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **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 Pentaho Data Integration (5):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Mapping Software](https://www.g2.com/categories/data-mapping), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**Unique to StarfishETL (3):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [iPaaS Software](https://www.g2.com/categories/ipaas)

**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 | Pentaho Data Integration | StarfishETL | AWS Glue | 
|---|---|---|---|
| **Small-Business** | 17.6% | 26.8% | 22.7% | 
| **Mid-Market** | 41.2% | 35.2% | 29.4% | 
| **Enterprise** | 41.2% | 38.0% | 47.9% | 

### By Industry

#### Pentaho Data Integration

- **Information Technology and Services:** 35.3%
- **Telecommunications:** 11.8%
- **Banking:** 11.8%
- **Internet:** 5.9%
- **Information Services:** 5.9%
- **Import and Export:** 5.9%
- **Higher Education:** 5.9%
- **Education Management:** 5.9%
- **Aviation & Aerospace:** 5.9%
- **Airlines/Aviation:** 5.9%

#### StarfishETL

- **Information Technology and Services:** 36.0%
- **Computer Software:** 13.3%
- **Human Resources:** 4.0%
- **Management Consulting:** 4.0%
- **Financial Services:** 4.0%
- **Consumer Services:** 4.0%
- **Real Estate:** 2.7%
- **Construction:** 2.7%
- **Telecommunications:** 2.7%
- **Education Management:** 1.3%
- **Other:** 25.3%

#### 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%

---
## Alternatives

### Alternatives to Pentaho Data Integration

- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)
- [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) — 4.0/5 stars (73 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (773 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1234 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (749 reviews)
- [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)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)

### Alternatives to StarfishETL

- [IBM App Connect](https://www.g2.com/products/ibm-app-connect/reviews) — 4.4/5 stars (258 reviews)
- [Jitterbit](https://www.g2.com/products/jitterbit/reviews) — 4.5/5 stars (604 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2060 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (551 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (745 reviews)

### Alternatives to AWS Glue

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (276 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 (773 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (749 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 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)

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## Top Discussions

### Pentaho Data Integration

No discussions available for this product.

### StarfishETL

- Title: [Do you have pre-built maps?](https://www.g2.com/discussions/do-you-have-pre-built-maps) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, we offer a wide variety of configured maps between most CRM systems. As we encounter migrations between systems that we did not have a map for, we also..."
- Title: [Do you have connectors for any marketing solutions?](https://www.g2.com/discussions/do-you-have-connectors-for-any-marketing-solutions) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, we have a number of connectors and we are actively adding more. The current systems we can connect to are:
•	Act-On
•	HubSpot
•	Marketo
•	Pardot
"
- Title: [What common CRM systems are you able to connect to?](https://www.g2.com/discussions/what-common-crm-systems-are-you-able-to-connect-to) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We have connectors for the following CRM systems:
•	Microsoft Dynamics CRM
•	Salesforce
•	InforCRM..."
- Title: [Do I have to pay for additional connectors?](https://www.g2.com/discussions/do-i-have-to-pay-for-additional-connectors) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "No, all the connectors are included with your license and as new connectors are added they are included in all future updates."
- Title: [Does your product work for on-premise or cloud solutions?](https://www.g2.com/discussions/does-your-product-work-for-on-premise-or-cloud-solutions) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "StarfishETL can enable integration between cloud solutions, on-premise solutions by installing it within your network, or a combination of both."

### 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..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/pentaho-data-integration-vs-starfishetl-vs-aws-glue)