# AWS Glue vs Alteryx Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Alteryx excels in user experience, with many praising its **low-code/no-code environment** that allows users to create complex analytical workflows without extensive programming knowledge. This feature significantly enhances productivity and user satisfaction.
- **Users say** that AWS Glue's serverless architecture is a standout feature, providing **scalable ETL capabilities** without the need to manage infrastructure. This makes it particularly appealing for teams looking to streamline their data processing without the overhead of cluster management.
- **Reviewers mention** that Alteryx offers a higher level of support and community engagement, with users highlighting the **efficiency and time gains** achieved through its intuitive interface and robust customer service, which can be crucial for organizations needing quick resolutions.
- **According to verified reviews** , AWS Glue is appreciated for its **easy integration** with other AWS services like S3 and Athena, making it a strong choice for users already embedded in the AWS ecosystem. This seamless connectivity simplifies the ETL process for large datasets.
- **G2 reviewers report** that Alteryx consistently receives higher ratings for its **data quality and cleansing capabilities** , with users noting its effectiveness in uncovering insights and ensuring data accuracy, which is vital for data-driven decision-making.
- **Users say** that while AWS Glue offers a solid setup experience, some find it less user-friendly compared to Alteryx, particularly when it comes to building complex workflows. The abstraction of PySpark complexities is helpful, but it may not fully meet the needs of users looking for a more guided experience.



| | AWS Glue | Alteryx | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 202 | 817 | 
| **Largest Market Segment** | Enterprise (47.9% of reviews) | Enterprise (64.7% of reviews) | 
| **Entry Level Price** | No pricing available | $3,000.00 1 User Per Year | 

---
## Top Pros & Cons

### AWS Glue

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

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

### Alteryx

Pros:
- Ease of Use (333 reviews)
- Automation (148 reviews)

Cons:
- Expensive (88 reviews)
- Learning Curve (80 reviews)

---
## Ratings Comparison
| Rating | AWS Glue | Alteryx | 
|---|---|---|
  | **Meets Requirements** | 8.5 (158 reviews) | 8.8 (341 reviews) | 
  | **Ease of Use** | 8.4 (161 reviews) | 8.7 (602 reviews) | 
  | **Ease of Setup** | 8.6 (76 reviews) | 8.4 (392 reviews) | 
  | **Ease of Admin** | 8.3 (68 reviews) | 8.3 (85 reviews) | 
  | **Quality of Support** | 8.3 (156 reviews) | 8.5 (319 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (68 reviews) | 8.9 (89 reviews) | 
  | **Product Direction (% positive)** | 9.0 (157 reviews) | 9.2 (325 reviews) | 

---
## Pricing

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Alteryx

#### Entry-Level Pricing

Plan: Starter Edition

Price: $3,000.00 1 User Per Year

Description: For Small Teams That Need to Perform Basic Business Analytics

Prepare and analyze data with code-free software on flat files.

Key Features:
- Essential drag-and-drop data preparation (Blend, Transform, Join, Aggregate, etc.)
- Create code-free data analytics workflows
- Share data analytics workflows

[Browse all 3 editions](https://www.g2.com/products/alteryx/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 7.9/10 | 362 |

#### Reports

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.9 (230 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.5 (165 reviews) | 
| **Graphs and Charts** | Not enough data | 7.0 (188 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 7.8 (119 reviews) | 
| **Dashboards** | Not enough data | 7.1 (162 reviews) ✓ Verified | 

#### Self Service 

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.9 (204 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 9.1 (202 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 9.0 (197 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.3 (186 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.6 (198 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 8.0 (151 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 8.2 (170 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 7.3 (184 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.4 (191 reviews) ✓ Verified | 

#### Building Reports

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.2 (182 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.8 (140 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (109 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.8 (116 reviews) ✓ Verified | 

#### Platform

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 8.3/10 | 387 |

#### Reports

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.9 (230 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.5 (165 reviews) | 
| **Graphs and Charts** | Not enough data | 7.0 (188 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 7.8 (119 reviews) | 
| **Dashboards** | Not enough data | 7.1 (162 reviews) ✓ Verified | 

#### Data Preparation

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Connectors** | Not enough data | 8.7 (127 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | 8.6 (103 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Querying** | Not enough data | 9.0 (118 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | 9.1 (117 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | 9.3 (132 reviews) ✓ Verified | 

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.5 (36 reviews) | 
| **AI Text Summarization** | Not enough data | 7.9 (37 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (15 reviews) | 
| **Multi-step Planning** | Not enough data | 8.2 (12 reviews) | 
| **Cross-system Integration** | Not enough data | 7.7 (18 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (12 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.1 (12 reviews) | 
| **Proactive Assistance** | Not enough data | 7.7 (13 reviews) | 
| **Decision Making** | Not enough data | 7.6 (12 reviews) | 

#### Self Service 

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.9 (204 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 9.1 (202 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 9.0 (197 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.3 (186 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.6 (198 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 8.0 (151 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 9.1 (31 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 9.1 (30 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.3 (11 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.3 (29 reviews) | 

#### Advanced Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 8.2 (170 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 7.3 (184 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.4 (191 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.6 (49 reviews) | 
| **Concurrent User Support** | Not enough data | 8.5 (11 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.2 (11 reviews) | 
| **Notebook and Script Integration** | Not enough data | 7.7 (14 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 8.1 (13 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 8.3 (11 reviews) | 
| **Natural Language Queries** | Not enough data | 7.6 (12 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 8.5 (11 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.8 (10 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.3 (10 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.5 (10 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 8.2 (12 reviews) | 

#### Building Reports

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.2 (182 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.8 (140 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (109 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.8 (116 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 8.6/10 | 35 |

#### Cartography

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Map Design** | Not enough data | 8.1 (26 reviews) | 
| **Vector Mapping ** | Not enough data | 7.9 (22 reviews) | 
| **Data Visualization** | Not enough data | 7.6 (26 reviews) | 
| **Overlaying** | Not enough data | 7.8 (24 reviews) | 

#### Analysis

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Predictive Analysis** | Not enough data | 8.8 (24 reviews) | 
| **Distance Analysis ** | Not enough data | 9.3 (25 reviews) | 
| **Spatial Analysis** | Not enough data | 9.3 (26 reviews) | 
| **Data Stream** | Not enough data | 9.2 (25 reviews) | 

#### Reporting

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.3 (26 reviews) | 
| **WYSIWYG Design** | Not enough data | 8.2 (19 reviews) | 
| **API Integrations** | Not enough data | 9.1 (23 reviews) | 

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.7/10 | 20 |
| **Alteryx** | N/A | N/A |

#### Data Governance

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

#### Data Preparation

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

#### Collaboration

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

#### Artificial Intelligence

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

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.4/10 | 70 |
| **Alteryx** | 8.6/10 | 241 |

#### Data Source Access

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Breadth of Data Sources** | 8.5 (60 reviews) | 8.9 (164 reviews) | 
| **Ease of Data Connectivity** | 8.4 (61 reviews) | 8.7 (178 reviews) | 
| **API Connectivity** | 8.5 (57 reviews) | 8.1 (133 reviews) | 

#### Data Interaction

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Profiling and Classification** | 8.4 (58 reviews) | 8.5 (136 reviews) | 
| **Metadata Management** | 8.5 (62 reviews) | 8.4 (133 reviews) | 
| **Data Modeling** | 8.3 (61 reviews) | 8.7 (150 reviews) | 
| **Data Joining** | 8.8 (61 reviews) | 9.1 (169 reviews) | 
| **Data Blending** | 8.6 (54 reviews) | 9.3 (172 reviews) | 
| **Data Quality and Cleansing** | 8.9 (59 reviews) | 9.2 (177 reviews) | 
| **Data Sharing** | 8.6 (57 reviews) | 8.7 (153 reviews) | 
| **Data Governance** | 8.3 (58 reviews) | 8.5 (137 reviews) | 

#### Data Exporting

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Breadth of Integrations** | 8.6 (58 reviews) | 8.9 (158 reviews) | 
| **Ease of Integrations** | 8.2 (58 reviews) | 8.8 (163 reviews) | 
| **Data Workflows** | 8.4 (61 reviews) | 9.2 (194 reviews) | 

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | 6.9 (8 reviews) | 6.6 (29 reviews) | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.0/10 | 28 |
| **Alteryx** | N/A | N/A |

#### Administration

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Database Management** | 9.1 (23 reviews) | Not enough data | 
| **Access Control** | 9.0 (23 reviews) | Not enough data | 
| **Data Security** | 9.1 (25 reviews) | Not enough data | 

#### Federation

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Architecture** | 9.1 (24 reviews) | Not enough data | 
| **Provisioning** | 9.2 (23 reviews) | Not enough data | 
| **Orchestration** | 8.9 (22 reviews) | Not enough data | 
| **API / Integrations** | 8.9 (22 reviews) | Not enough data | 

#### Transformation

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Visualization** | 8.7 (24 reviews) | Not enough data | 
| **Application Performance** | 9.1 (23 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (24 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.9/10 | 82 |
| **Alteryx** | 9.8/10 | 25 |

#### Management

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Reporting** | 8.7 (61 reviews) | Not enough data | 
| **Auditing** | 8.7 (56 reviews) | Not enough data | 

#### Functionality

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Extraction** | 9.0 (67 reviews) | Not enough data | 
| **Transformation** | 8.9 (73 reviews) | 10.0 (11 reviews) | 
| **Loading** | 9.2 (70 reviews) | Not enough data | 
| **Automation** | 8.8 (69 reviews) | 9.6 (13 reviews) | 
| **Scalability** | 8.9 (70 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 7.9/10 | 66 |

#### System

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.1 (52 reviews) | 

#### Model Development

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Language Support** | Not enough data | 7.9 (42 reviews) | 
| **Drag and Drop** | Not enough data | 8.9 (53 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.0 (47 reviews) | 
| **Model Training** | Not enough data | 8.1 (45 reviews) | 

#### Model Development

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.4 (49 reviews) | 

#### Machine/Deep Learning Services

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.9 (36 reviews) | 
| **Natural Language Processing** | Not enough data | 7.9 (34 reviews) | 
| **Natural Language Generation** | Not enough data | 8.0 (32 reviews) | 
| **Artificial Neural Networks** | Not enough data | 7.9 (32 reviews) | 

#### Machine/Deep Learning Services

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 7.9 (34 reviews) | 
| **Deep Learning** | Not enough data | 7.8 (31 reviews) | 

#### Deployment

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Managed Service** | Not enough data | Feature Not Available | 
| **Application** | Not enough data | 8.4 (43 reviews) | 
| **Scalability** | Not enough data | 8.5 (45 reviews) | 

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.8 (10 reviews) | 
| **AI Text Summarization** | Not enough data | 6.3 (9 reviews) | 
| **AI Text-to-Image** | Not enough data | 7.2 (10 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Natural Language Generation (NLG)

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Data Ingestion

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Big Data Processing** | Not enough data | Not enough data | 
| **Unstructed Data Processing** | Not enough data | Not enough data | 
| **Processing of Various File Types** | Not enough data | Not enough data | 

#### Presentation

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Report Creation** | Not enough data | Not enough data | 
| **Charts and Graphs** | Not enough data | Not enough data | 
| **Tailored Content** | Not enough data | Not enough data | 

#### System

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Programming Language Support** | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 
| **Customizable Models** | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.1/10 | 22 |
| **Alteryx** | N/A | N/A |

#### Management

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

#### Solution Provision

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

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Integration - Machine Learning

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Training Data** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 8.3/10 | 87 |

#### Statistical Tool

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Scripting** | Not enough data | 8.5 (60 reviews) | 
| **Data Mining** | Not enough data | 8.6 (60 reviews) | 
| **Algorithms** | Not enough data | 8.3 (60 reviews) | 

#### Data Analysis

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Analysis** | Not enough data | 9.1 (67 reviews) | 
| **Data Interaction** | Not enough data | 9.1 (65 reviews) | 

#### Decision Making

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Modeling** | Not enough data | 8.6 (63 reviews) | 
| **Data Visualizations** | Not enough data | 7.4 (66 reviews) | 
| **Report Generation** | Not enough data | 8.3 (69 reviews) | 
| **Data Unification** | Not enough data | 9.1 (64 reviews) | 

#### Generative AI

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (14 reviews) | 
| **AI Text Summarization** | Not enough data | 7.2 (15 reviews) | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | N/A | N/A |

#### Management

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **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

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 8.5/10 | 105 |

#### Data Transformation

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.4 (67 reviews) ✓ Verified | 
| **Data Querying** | Not enough data | 8.8 (76 reviews) ✓ Verified | 

#### Connectivity

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.4 (49 reviews) ✓ Verified | 
| **Spark Integration** | Not enough data | 8.3 (45 reviews) ✓ Verified | 
| **Multi-Source Analysis** | Not enough data | 9.0 (71 reviews) ✓ Verified | 
| **Data Lake** | Not enough data | Feature Not Available | 

#### Operations

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Visualization** | Not enough data | 7.7 (74 reviews) ✓ Verified | 
| **Data Workflow** | Not enough data | 9.2 (86 reviews) ✓ Verified | 
| **Governed Discovery** | Not enough data | 8.4 (60 reviews) ✓ Verified | 
| **Embedded Analytics** | Not enough data | 8.7 (62 reviews) ✓ Verified | 
| **Notebooks** | Not enough data | 8.1 (56 reviews) ✓ Verified | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Alteryx** | 8.3/10 | 211 |

#### Building Reports

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.2 (182 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 8.8 (140 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (109 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.8 (116 reviews) ✓ Verified | 

#### Platform

| Feature | AWS Glue | Alteryx | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (3):** [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to AWS Glue (4):** [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), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog)

**Unique to Alteryx (10):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Natural Language Generation (NLG) Software](https://www.g2.com/categories/natural-language-generation-nlg), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | AWS Glue | Alteryx | 
|---|---|---|
| **Small-Business** | 22.7% | 14.5% | 
| **Mid-Market** | 29.4% | 20.8% | 
| **Enterprise** | 47.9% | 64.7% | 

### By Industry

#### 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%

#### Alteryx

- **Financial Services:** 12.4%
- **Accounting:** 10.4%
- **Information Technology and Services:** 6.8%
- **Banking:** 5.9%
- **Insurance:** 4.6%
- **Hospital & Health Care:** 3.5%
- **Computer Software:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Management Consulting:** 3.3%
- **Retail:** 2.9%
- **Other:** 43.6%

---
## Alternatives

### Alternatives to AWS Glue

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (796 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (283 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (775 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.5/5 stars (124 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)

### Alternatives to Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (202 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (84 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (611 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..."

### Alteryx

- Title: [What's the one thing that Alteryx brings to the play which other platforms lack?](https://www.g2.com/discussions/26984-what-s-the-one-thing-that-alteryx-brings-to-the-play-which-other-platforms-lack) — 3 comments
  > **Top comment:** "A very vibrant and helpful community."
- Title: [Is there a free trial of Alteryx One to test its core capabilities before committing?](https://www.g2.com/discussions/is-there-a-free-trial-of-alteryx-one-to-test-its-core-capabilities-before-committing) — 1 comment, 1 upvote
  > **Top comment:** "<p>What’s the best way to validate Alteryx’s value during an evaluation period before rollout?</p>"
- Title: [Does Alteryx One meet major enterprise security, governance, and data-privacy standards such as GDPR, SOC 2, or HIPAA, depending on deployment?](https://www.g2.com/discussions/does-alteryx-one-meet-major-enterprise-security-governance-and-data-privacy-standards-such-as-gdpr-soc-2-or-hipaa-depending-on-deployment) — 1 comment, 1 upvote
  > **Top comment:** "<p>How much control do admins have over user access, data permissions, and governance in Alteryx One?</p>"
- Title: [How regularly does Alteryx deliver new features and platform updates that support enterprise-scale analytics?](https://www.g2.com/discussions/how-regularly-does-alteryx-deliver-new-features-and-platform-updates-that-support-enterprise-scale-analytics) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [How well does Alteryx support global teams that need collaborative workflows, shared assets, and consistent access across regions?](https://www.g2.com/discussions/how-well-does-alteryx-support-global-teams-that-need-collaborative-workflows-shared-assets-and-consistent-access-across-regions) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."

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