--- title: AWS Glue Reviews meta_title: 'AWS Glue Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 202 reviews by the users' company size, role or industry to find out how AWS Glue works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 202 scale: '5' date_modified: '2026-08-04' parent_category: name: Cloud Data Integration url: https://www.g2.com/categories/cloud-data-integration --- # AWS Glue Reviews **Vendor:** Amazon Web Services (AWS) **Category:** [ETL Tools](https://www.g2.com/categories/etl-tools) **Average Rating:** 4.3/5.0 **Total Reviews:** 202 ## About AWS Glue AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and application develop-ment. You can discover and connect to 70+ diverse data sources, manage your data in a centralized data catalog, and visually create, run, and monitor ETL pipelines to load data into your data lakes. You can im-mediately search and query catalogued data using Amazon Athena, Amazon EMR, and Amazon Redshift Spectrum. ## AWS Glue Pros & Cons **What users like:** - Users appreciate the **ease of use** of AWS Glue, finding it simple and effective for ETL operations. (6 reviews) - Users appreciate the **seamless integration capabilities** of AWS Glue, enhancing data movement and analytics efficiency. (3 reviews) - Users appreciate the **fully managed ETL service** of AWS Glue, enjoying seamless integration and ease of use. (3 reviews) - Users love AWS Glue for its **simplified data preparation and rich features** , enhancing analytics and machine learning processes. (3 reviews) - Users appreciate the **ease of implementation** in AWS Glue, enhancing their experience in building data integration frameworks. (3 reviews) - Users value the **seamless cloud integration** of AWS Glue, which simplifies data movement and transformation across services. (2 reviews) - Users value the **automatic data discovery and organization** of AWS Glue's Data Catalog, enhancing efficiency and saving time. (2 reviews) - Users value the **data lineage capabilities** of AWS Glue, streamlining data discovery and preparation efficiently. (2 reviews) - Data Storage (2 reviews) - Users value the **easy integrations** of AWS Glue with AWS services, enhancing data handling across platforms effortlessly. (2 reviews) **What users dislike:** - Users experience **slow performance** with AWS Glue, noting long start-up times and complex debugging challenges. (3 reviews) - Users find **debugging difficult** due to unclear error messages and a steep learning curve with AWS Glue. (2 reviews) - Users face **difficult debugging** issues with AWS Glue due to unclear error messages and complex processes during job execution. (2 reviews) - Users experience **performance issues** with AWS Glue, noting slow startup times and challenging debugging processes. (2 reviews) - Users face **time-consuming startup and debugging processes** with AWS Glue, impacting efficiency and user experience. (2 reviews) - Users struggle with **access control limitations** due to the legacy version being inaccessible and inadequate documentation. (1 reviews) - Users often experience **compatibility issues** with AWS Glue, impacting job execution and limiting file format support. (1 reviews) - Complexity (1 reviews) - Users face challenges with **complex transformations** in AWS Glue, leading to concerns about data quality and system efficiency. (1 reviews) - Users often experience **connection issues** with AWS Glue, which can block jobs and hinder workflow efficiency. (1 reviews) ## AWS Glue Reviews ### 1. Glue for spark pipeline **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Biotechnology | Enterprise (> 1000 emp.) **Reviewed Date:** November 29, 2018 **What do you like best about AWS Glue?** Glue automates spark pipeline in serverless manner **What do you dislike about AWS Glue?** Glue catalog does not support free text search **What problems is AWS Glue solving and how is that benefiting you?** Data lake ### 2. ETL workhorse **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** November 27, 2018 **What do you like best about AWS Glue?** Code generation, customization, Sceduling **What do you dislike about AWS Glue?** Limited languages in which code is generated **What problems is AWS Glue solving and how is that benefiting you?** ETL of streaming data ## AWS Glue Discussions - [What is AWS Glue and how it works?](https://www.g2.com/discussions/what-is-aws-glue-and-how-it-works) - 1 comment - [What does AWS Glue do?](https://www.g2.com/discussions/what-does-aws-glue-do) - 2 comments - [What are the main components of AWS Glue?](https://www.g2.com/discussions/what-are-the-main-components-of-aws-glue) - 2 comments - [What are the features of glue?](https://www.g2.com/discussions/what-are-the-features-of-glue) - 1 comment - [View AWS Glue pricing details and edition comparison](https://www.g2.com/products/aws-glue/reviews?page=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-05+10%3A17%3A14+-0500&secure%5Bsession_id%5D=fce764cb-6ef6-43d3-af6d-0463a2d839ef&secure%5Btoken%5D=6b79eb73ba92b7601c6a0f6e820e9fd3bc1a79899dbc71bc3b04777658020abd&format=llm_user) ## AWS Glue Integrations - [Amazon Athena](https://www.g2.com/products/amazon-athena/reviews) - [AWS Step Functions](https://www.g2.com/products/aws-step-functions/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) ## AWS Glue Features **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage **Data Source Access** - Breadth of Data Sources - Ease of Data Connectivity - API Connectivity **Administration** - Database Management - Access Control - Data Security - Remote Access/Control - Version Control - Remote Monitoring & Management - Capacity Management - Configuration Management - File Management - Compliance Management - Service Level Agreement (SLA) Management - Namespace Management **Management** - Reporting - Auditing **Management** - Real-Time Analytics - Solution Integration - Infrastructure Compatibility - Monitoring **Agentic AI - AWS Marketplace** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration **Management** - Disaster Recovery - Remote Backup - Storage Formats - Scheduled Backups - On-Demand Restoration **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Data Interaction** - Profiling and Classification - Metadata Management - Data Modeling - Data Joining - Data Blending - Data Quality and Cleansing - Data Sharing - Data Governance **Federation** - Architecture - Provisioning - Orchestration - API / Integrations - Virtual Machine Provisioning **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Solution Provision** - System Failover - Pay by Usage - Service Provision **** - Data Mapping - Monitoring - Charting - Integration Management - Reporting/Analytics - Ad hoc Analysis - Access Controls/Permissions - API - Match & Merge - Real-Time Monitoring - Metadata Management - Pipeline Management - Job Scheduling - Dashboard Creation - Data Storage Management - Multiple Data Sources - Data Import/Export - Generative AI - Data Quality Control - Data Connectors - Customizable Reports - Single Sign On - Version Control - Visual Analytics - Accounting Integration - Real-Time Data - eCommerce Management - AI Copilot - CRM - Data Visualization - SSL Security - Search/Filter - Real-Time Analytics - Data Capture and Transfer - Collaboration Tools - Performance Management - Data Synchronization - Drag & Drop - Data Replication - Activity Dashboard - Database Support - Workflow Management - Alerts/Notifications - Predictive Analytics - Data Migration - Third-Party Integrations - Reporting & Statistics - Data Analysis Tools **Reporting** - Activity Monitoring - Documentation - Alerts/Notifications **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management **Data Exporting** - Breadth of Integrations - Ease of Integrations - Data Workflows **Transformation** - Data Visualization - Application Performance - Data Modeling **** - Real-Time Reporting - Real-Time Monitoring - Two-Factor Authentication - Virtual Machine Encryption - Backup and Recovery - File Transfer - Server Monitoring - Secure Data Storage - AI Copilot - Data Migration - Virtual Machine Monitoring - Load Balancing - Remote Update/Installation - Archiving & Retention - Visual Analytics - Virtual Machine Snapshots - Role-Based Permissions - HIPAA Compliant - Performance Monitoring - Activity Dashboard - Desktop/Application Virtualization - Event Logs - Single Sign On - Generative AI - Disaster Recovery - Alerts/Escalation - Automatic Backup - Reporting/Analytics **Security** - Data Encryption - Security and Compliance - Deduplication **Generative AI** - AI Text Generation - Generative AI **** - Data Analysis Tools - AI/Machine Learning - Data Extraction - Reporting/Analytics - AI Copilot - Data Mapping - ETL - Big Data Analytics - Data Quality Control **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making - Third-Party Integrations **** - Metadata Extraction - Automatic Backup - Search/Filter - Collaboration Tools - Activity Tracking - Authentication - Data Security - Data Mapping - Archiving & Retention - Data Discovery - Data Catalog - Multiple Data Sources - Categorization/Grouping - AI Copilot - Reporting/Analytics - Tagging - Drag & Drop - Activity Dashboard - Role-Based Permissions - Single Sign On - Data Governance - Content Library - Data Synchronization - Data Import/Export - Access Controls/Permissions - Data Visualization - API ## Top AWS Glue Alternatives - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (856 reviews) - [Fivetran](https://www.g2.com/products/fivetran/reviews) - 4.3/5.0 (805 reviews) - [Hevo Data](https://www.g2.com/products/hevo-data/reviews) - 4.4/5.0 (288 reviews)