# AWS Glue, Keboola vs Informatica PowerCenter Comparison

| | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 201 | 137 | 90 | 
| **Largest Market Segment** | Enterprise (47.4% of reviews) | Mid-Market (65.2% of reviews) | Enterprise (77.2% of reviews) | 
| **Entry Level Price** | No pricing available | Free With One-Time Purchase | No pricing available | 

---
## Top Pros & Cons

### AWS Glue

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

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

### Keboola

Pros:
- Ease of Use (35 reviews)
- Features (27 reviews)

Cons:
- Learning Curve (14 reviews)
- Complexity (13 reviews)

### Informatica PowerCenter

Pros:
- Automation (3 reviews)
- Data Integration (3 reviews)

Cons:
- Expensive (2 reviews)
- Integration Issues (2 reviews)

---
## Ratings Comparison
| Rating | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (157 reviews) | 8.7 (109 reviews) | 8.7 (68 reviews) | 
  | **Ease of Use** | 8.4 (160 reviews) | 8.6 (110 reviews) | 8.1 (68 reviews) | 
  | **Ease of Setup** | 8.6 (75 reviews) | 8.4 (81 reviews) | 7.5 (36 reviews) | 
  | **Ease of Admin** | 8.3 (68 reviews) | 8.1 (56 reviews) | 7.9 (33 reviews) | 
  | **Quality of Support** | 8.3 (155 reviews) | 9.5 (107 reviews) | 8.5 (64 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (68 reviews) | 9.0 (56 reviews) | 8.1 (32 reviews) | 
  | **Product Direction (% positive)** | 9.0 (156 reviews) | 8.9 (104 reviews) | 9.1 (62 reviews) | 

---
## Pricing

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Keboola

#### Entry-Level Pricing

Plan: Free Tier

Price: Free With One-Time Purchase

Description: Our Free Tier gives you 60 free computation minutes each month to explore, build, and prototype in Keboola. If you need more, you can manually or automatically top up your account with additional credits at $0.14 per minute.

This plan is ideal for early exploration, data prototyping, and self-paced learning, giving you a full hands-on experience with Keboola’s core capabilities—risk-free.

Key Features:
- Transformations: SQL, Python, R, dbt, No-code, Data Science
- Scheduling & Triggers: Time-based or event-driven job automation
- Monitoring & Alerts: Jobs list, email & webhook notifications

[Browse all 2 editions](https://www.g2.com/products/keboola/pricing)

#### Free Trial

Yes

### Informatica PowerCenter

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | 7.4/10 | 21 |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Integration

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **1st-Party Data Integration** | Not enough data | 8.3 (20 reviews) | Not enough data | 
| **2nd-Party Data Integration** | Not enough data | 8.2 (20 reviews) | Not enough data | 
| **3rd-Party Data Integration** | Not enough data | 7.9 (20 reviews) | Not enough data | 
| **Offline Data Integration** | Not enough data | 7.4 (18 reviews) | Not enough data | 
| **Mobile Data Integration** | Not enough data | 5.9 (17 reviews) | Not enough data | 
| **Data Export Tools** | Not enough data | 8.2 (19 reviews) | Not enough data | 

#### Agentic AI - Data Management Platform (DMP)

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis & Optimization

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Audience Segmentation** | Not enough data | 7.4 (20 reviews) | Not enough data | 
| **Recommendations** | Not enough data | 6.6 (18 reviews) | Not enough data | 
| **Standard Dashboards** | Not enough data | 5.0 (19 reviews) | Not enough data | 
| **Custom Reports** | Not enough data | 5.9 (19 reviews) | Not enough data | 

#### Platform

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Permissions** | Not enough data | 7.1 (19 reviews) | Not enough data | 
| **User, Role, and Access Management** | Not enough data | 7.6 (20 reviews) | Not enough data | 
| **Performance and Reliability** | Not enough data | 8.6 (20 reviews) | Not enough data | 
| **Enterprise Scalability** | Not enough data | 8.8 (19 reviews) | Not enough data | 
| **Internationalization** | Not enough data | 6.9 (18 reviews) | Not enough data | 

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.7/10 | 20 |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Governance

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

#### Data Preparation

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

#### Collaboration

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

#### Artificial Intelligence

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Machine Learning Recommendations** | Feature Not Available | Not enough data | Not enough data | 
| **Natural Language Query** | Feature Not Available | Not enough data | Not enough data | 
| **Automatic Data Cleansing** | Feature Not Available | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 |
|---|---|---|
| **AWS Glue** | 8.4/10 | 70 |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Source Access

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

#### Data Interaction

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

#### Data Exporting

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Breadth of Integrations** | 8.6 (58 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 8.2 (58 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 8.4 (61 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **AI Text Generation** | 6.9 (8 reviews) | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.0/10 | 28 |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | 8.7/10 | 13 |

#### Administration

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Database Management** | 9.1 (23 reviews) | Not enough data | 9.0 (12 reviews) | 
| **Access Control** | 9.0 (23 reviews) | Not enough data | 8.2 (12 reviews) | 
| **Data Security** | 9.1 (25 reviews) | Not enough data | 9.2 (12 reviews) | 

#### Federation

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Architecture** | 9.1 (24 reviews) | Not enough data | 8.9 (12 reviews) | 
| **Provisioning** | 9.2 (23 reviews) | Not enough data | 8.5 (11 reviews) | 
| **Orchestration** | 8.9 (22 reviews) | Not enough data | 8.5 (10 reviews) | 
| **API / Integrations** | 8.9 (22 reviews) | Not enough data | 8.3 (11 reviews) | 

#### Transformation

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Visualization** | 8.7 (24 reviews) | Not enough data | 9.2 (12 reviews) | 
| **Application Performance** | 9.1 (23 reviews) | Not enough data | 8.8 (12 reviews) | 
| **Data Modeling** | 8.6 (24 reviews) | Not enough data | 8.8 (12 reviews) | 

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | 8.1/10 | 71 |
| **Informatica PowerCenter** | N/A | N/A |

#### Functionality

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Diverse Extraction Points** | Not enough data | 8.7 (66 reviews) | Not enough data | 
| **Data Structuring** | Not enough data | 8.5 (66 reviews) | Not enough data | 
| **Consolidation** | Not enough data | 8.8 (63 reviews) | Not enough data | 
| **Data Cleaning** | Not enough data | 8.0 (69 reviews) | Not enough data | 
| **Cloud Extraction** | Not enough data | 9.0 (64 reviews) | Not enough data | 
| **Visualization** | Not enough data | 5.2 (53 reviews) | Not enough data | 

#### Diverse Extraction Points

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Diverse Extraction Points** | Not enough data | 8.7 (66 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.9/10 | 81 |
| **Keboola** | 8.4/10 | 74 |
| **Informatica PowerCenter** | 9.0/10 | 21 |

#### Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Reporting** | 8.7 (61 reviews) | 7.0 (61 reviews) | 8.9 (19 reviews) | 
| **Auditing** | 8.7 (56 reviews) | 7.1 (54 reviews) | 8.6 (15 reviews) | 

#### Functionality

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Extraction** | 9.0 (67 reviews) | 9.1 (72 reviews) | 9.3 (20 reviews) | 
| **Transformation** | 8.9 (73 reviews) | 9.2 (73 reviews) | 9.2 (20 reviews) | 
| **Loading** | 9.2 (70 reviews) | 8.9 (72 reviews) | 9.3 (20 reviews) | 
| **Automation** | 8.8 (68 reviews) | 9.1 (72 reviews) | 8.6 (20 reviews) | 
| **Scalability** | 8.9 (69 reviews) | 8.5 (69 reviews) | 8.8 (18 reviews) | 

### Data Mapping

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | 8.9/10 | 15 |

#### Functionality

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data visualisation** | Not enough data | Not enough data | 8.8 (10 reviews) | 
| **Data transformation** | Not enough data | Not enough data | 9.1 (13 reviews) | 
| **Data migration** | Not enough data | Not enough data | 9.0 (13 reviews) | 
| **Process various formats** | Not enough data | Not enough data | 8.8 (13 reviews) | 
| **No-code functionality** | Not enough data | Not enough data | 8.8 (12 reviews) | 
| **Data manipulation** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Analytics** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.5 (11 reviews) | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.1/10 | 22 |
| **Keboola** | 7.6/10 | 21 |
| **Informatica PowerCenter** | N/A | N/A |

#### Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Real-Time Analytics** | 9.1 (18 reviews) | 6.8 (15 reviews) | Not enough data | 
| **Solution Integration** | 9.0 (19 reviews) | 7.6 (19 reviews) | Not enough data | 
| **Infrastructure Compatibility** | 9.1 (18 reviews) | 8.4 (19 reviews) | Not enough data | 
| **Monitoring** | 9.1 (17 reviews) | 7.7 (19 reviews) | Not enough data | 

#### Solution Provision

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **System Failover** | 9.0 (16 reviews) | 7.1 (16 reviews) | Not enough data | 
| **Pay by Usage** | 8.8 (15 reviews) | 8.0 (17 reviews) | Not enough data | 
| **Service Provision** | 8.9 (16 reviews) | Feature Not Available | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Compression** | Not enough data | Not enough data | Not enough data | 
| **Data Quality** | Not enough data | Not enough data | Not enough data | 
| **Built-In Data Analytics** | Not enough data | Not enough data | Not enough data | 
| **In-Database Machine Learning** | Not enough data | Not enough data | Not enough data | 
| **Data Lake Analytics** | Not enough data | Not enough data | Not enough data | 

#### Integration

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **AI/ ML Integration** | Not enough data | Not enough data | Not enough data | 
| **BI Tool Integration** | Not enough data | Not enough data | Not enough data | 
| **Data lake Integration** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **On-Premise** | Not enough data | Not enough data | Not enough data | 
| **Cloud** | Not enough data | Not enough data | Not enough data | 

#### Performance 

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Development 

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | Not enough data | Not enough data | 
| **API Designer** | Not enough data | Not enough data | Not enough data | 
| **Flow Designer** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 
| **Custom Connectors** | Not enough data | Not enough data | Not enough data | 
| **Reusable connectors** | Not enough data | Not enough data | Not enough data | 
| **Multi - tenant architecture** | Not enough data | Not enough data | Not enough data | 

#### Management 

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | Not enough data | Not enough data | 
| **Routing And Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **API Management** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security Standards** | Not enough data | Not enough data | Not enough data | 
| **Communication Protocol** | Not enough data | Not enough data | Not enough data | 

#### Integration Options

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | Not enough data | Not enough data | 
| **Managed File Transfers** | Not enough data | Not enough data | Not enough data | 
| **Big Data Processing** | Not enough data | Not enough data | Not enough data | 
| **EDI** | Not enough data | Not enough data | Not enough data | 

#### Deployment 

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Hybrid** | Not enough data | Feature Not Available | Not enough data | 
| **Cloud to Cloud** | Not enough data | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | 7.3/10 | 16 |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Integration** | Not enough data | 9.0 (16 reviews) | Not enough data | 
| **Metadata** | Not enough data | 7.6 (16 reviews) | Not enough data | 
| **Self-service** | Not enough data | 9.2 (16 reviews) | Not enough data | 
| **Automated workflows** | Not enough data | 8.6 (16 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 | 

#### Analytics

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | 7.5 (14 reviews) | Not enough data | 
| **Dasboard visualizations** | Not enough data | 5.4 (14 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Observability** | Not enough data | 8.4 (16 reviews) | Not enough data | 
| **Testing capabilities** | Not enough data | 7.7 (15 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | 7.8 (12 reviews) | Not enough data | 
| **Cloud migration capabilities** | Not enough data | 8.2 (13 reviews) | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 3.5 (9 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 4.4 (9 reviews) | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Management

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 Analytics

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Data Transformation

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Keboola** | N/A | N/A |
| **Informatica PowerCenter** | N/A | N/A |

#### Building Reports

| Feature | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **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 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)

**Unique to Keboola (8):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [iPaaS Software](https://www.g2.com/categories/ipaas), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Informatica PowerCenter (3):** [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Mapping Software](https://www.g2.com/categories/data-mapping)


---
## Reviewer Demographics

### By Company Size

| Segment | AWS Glue | Keboola | Informatica PowerCenter | 
|---|---|---|---|
| **Small-Business** | 22.9% | 20.5% | 6.3% | 
| **Mid-Market** | 29.7% | 65.2% | 16.5% | 
| **Enterprise** | 47.4% | 14.4% | 77.2% | 

### By Industry

#### AWS Glue

- **Information Technology and Services:** 18.2%
- **Computer Software:** 14.6%
- **Financial Services:** 6.8%
- **Hospital & Health Care:** 5.7%
- **Computer & Network Security:** 4.2%
- **Telecommunications:** 3.6%
- **Insurance:** 3.6%
- **Banking:** 3.1%
- **Airlines/Aviation:** 2.6%
- **Marketing and Advertising:** 2.6%
- **Other:** 34.9%

#### Keboola

- **Information Technology and Services:** 12.9%
- **Marketing and Advertising:** 12.1%
- **Retail:** 7.6%
- **Media Production:** 7.6%
- **Computer Software:** 6.1%
- **Internet:** 6.1%
- **Financial Services:** 6.1%
- **Hospitality:** 3.8%
- **Food & Beverages:** 3.8%
- **Automotive:** 3.0%
- **Other:** 31.1%

#### Informatica PowerCenter

- **Information Technology and Services:** 35.9%
- **Insurance:** 7.7%
- **Banking:** 6.4%
- **Financial Services:** 6.4%
- **Computer Software:** 5.1%
- **Higher Education:** 3.8%
- **Hospital & Health Care:** 3.8%
- **Telecommunications:** 3.8%
- **Retail:** 2.6%
- **Health, Wellness and Fitness:** 2.6%
- **Other:** 21.8%

---
## Alternatives

### 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 (768 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 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)
- [Matillion](https://www.g2.com/products/matillion-2023-06-26/reviews) — 4.4/5 stars (84 reviews)

### Alternatives to Keboola

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2058 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (473 reviews)
- [Boost.space](https://www.g2.com/products/boost-space/reviews) — 4.6/5 stars (350 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (743 reviews)

### Alternatives to Informatica PowerCenter

- [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) — 4.3/5 stars (17 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) — 4.0/5 stars (73 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2275 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

---
## Top Discussions

### 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..."

### Keboola

- Title: [Are you planning to include those extractors: Pinterest, TikTok, Spinoco? All of the would be beneficial for our use.](https://www.g2.com/discussions/are-you-planning-to-include-those-extractors-pinterest-tiktok-spinoco-all-of-the-would-be-beneficial-for-our-use) — 2 comments, 1 upvote
  > **Top comment:** "TikTok"

### Informatica PowerCenter

- Title: [What is Informatica PowerCenter used for?](https://www.g2.com/discussions/informatica-powercenter-what-is-informatica-powercenter-used-for) — 1 comment
  > **Top comment:** "Informatica PowerCenter is widely used by organizations to integrate and manage data from multiple sources into one central system. It helps transform raw..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-glue-vs-keboola-vs-informatica-powercenter)