# Top 10 AWS Glue Alternatives & Competitors **Average Rating:** 4.3/5 **Total Number of Reviews:** 202 Research alternative solutions to AWS Glue on G2, with real user reviews on competing tools. ETL Tools is a widely used technology, and many people are seeking quick, time saving software solutions with data encryption, storage formats, and scheduled backups. Other important factors to consider when researching alternatives to AWS Glue include user interface. The best overall AWS Glue alternative is Alteryx. Other similar apps like AWS Glue are Fivetran, Hevo Data, Workato, and Databricks. AWS Glue alternatives can be found in [ETL Tools](https://www.g2.com/categories/etl-tools) but may also be in [iPaaS Software](https://www.g2.com/categories/ipaas) or [Analytics Platforms](https://www.g2.com/categories/analytics-platforms). ## Best Paid & Free Alternatives to AWS Glue - [Alteryx](https://www.g2.com/products/alteryx/reviews) - [Fivetran](https://www.g2.com/products/fivetran/reviews) - [Hevo Data](https://www.g2.com/products/hevo-data/reviews) - [Workato](https://www.g2.com/products/workato/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [Integrate.io](https://www.g2.com/products/integrate-io/reviews) - [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) - [Maia](https://www.g2.com/products/matillion-maia/reviews) - [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) ## Top 10 Alternatives to AWS Glue Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how AWS Glue stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Hospital & Health Care, and Telecommunications, and find the best product for your business. ### 1. [Alteryx](https://www.g2.com/products/alteryx/reviews) By Alteryx **Average Rating:** 4.6/5 **Total Reviews:** 886 Alteryx drives transformational business outcomes through unified analytics, data science, and process automation. Reviewers say compared to AWS Glue, Alteryx is: - Better at meeting requirements - More usable - More expensive Categories in common with AWS Glue: [Data Preparation](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) **Compare:** [AWS Glue vs Alteryx](https://www.g2.com/compare/aws-glue-vs-alteryx) **Compare Alteryx with other alternatives:** - [Alteryx vs Fivetran](https://www.g2.com/compare/alteryx-vs-fivetran) - [Alteryx vs Hevo Data](https://www.g2.com/compare/alteryx-vs-hevo-data) - [Alteryx vs Workato](https://www.g2.com/compare/alteryx-vs-workato) - [Alteryx vs Databricks](https://www.g2.com/compare/alteryx-vs-databricks) - [Alteryx vs Snowflake](https://www.g2.com/compare/alteryx-vs-snowflake) - [Alteryx vs Integrate.io](https://www.g2.com/compare/alteryx-vs-integrate-io) - [Alteryx vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/alteryx-vs-snaplogic-intelligent-integration-platform-iip) - [Alteryx vs Maia](https://www.g2.com/compare/alteryx-vs-matillion-maia) - [Alteryx vs Azure Data Factory](https://www.g2.com/compare/alteryx-vs-azure-data-factory) ### 2. [Fivetran](https://www.g2.com/products/fivetran/reviews) By Fivetran **Average Rating:** 4.3/5 **Total Reviews:** 824 Fivetran is an ETL tool, designed to reinvent the simplicity by which data gets into data warehouses. Reviewers say compared to AWS Glue, Fivetran is: - More usable - Easier to admin - Easier to set up Categories in common with AWS Glue: [Data Replication](https://www.g2.com/categories/data-replication), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Fivetran](https://www.g2.com/compare/aws-glue-vs-fivetran) **Compare Fivetran with other alternatives:** - [Fivetran vs Alteryx](https://www.g2.com/compare/alteryx-vs-fivetran) - [Fivetran vs Hevo Data](https://www.g2.com/compare/fivetran-vs-hevo-data) - [Fivetran vs Workato](https://www.g2.com/compare/fivetran-vs-workato) - [Fivetran vs Databricks](https://www.g2.com/compare/databricks-vs-fivetran) - [Fivetran vs Snowflake](https://www.g2.com/compare/fivetran-vs-snowflake) - [Fivetran vs Integrate.io](https://www.g2.com/compare/fivetran-vs-integrate-io) - [Fivetran vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/fivetran-vs-snaplogic-intelligent-integration-platform-iip) - [Fivetran vs Maia](https://www.g2.com/compare/fivetran-vs-matillion-maia) - [Fivetran vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-fivetran) ### 3. [Hevo Data](https://www.g2.com/products/hevo-data/reviews) By Hevo Data **Average Rating:** 4.4/5 **Total Reviews:** 291 Integrate data from 150+ sources effortlessly with Hevo's Data Pipeline. Choose your data sources and destination, and start moving data in near real-time for faster analytics. Reviewers say compared to AWS Glue, Hevo Data is: - Better at support - More usable - Easier to set up Categories in common with AWS Glue: [Data Replication](https://www.g2.com/categories/data-replication), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Hevo Data](https://www.g2.com/compare/aws-glue-vs-hevo-data) **Compare Hevo Data with other alternatives:** - [Hevo Data vs Alteryx](https://www.g2.com/compare/alteryx-vs-hevo-data) - [Hevo Data vs Fivetran](https://www.g2.com/compare/fivetran-vs-hevo-data) - [Hevo Data vs Workato](https://www.g2.com/compare/hevo-data-vs-workato) - [Hevo Data vs Databricks](https://www.g2.com/compare/databricks-vs-hevo-data) - [Hevo Data vs Snowflake](https://www.g2.com/compare/hevo-data-vs-snowflake) - [Hevo Data vs Integrate.io](https://www.g2.com/compare/hevo-data-vs-integrate-io) - [Hevo Data vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/hevo-data-vs-snaplogic-intelligent-integration-platform-iip) - [Hevo Data vs Maia](https://www.g2.com/compare/hevo-data-vs-matillion-maia) - [Hevo Data vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-hevo-data) ### 4. [Workato](https://www.g2.com/products/workato/reviews) By Workato **Average Rating:** 4.7/5 **Total Reviews:** 777 The only intelligent automation platform that enables both business users and IT to build, operate and rollout app and data integration, process and workflow automation, in a single platform - without compromising security and governance. Reviewers say compared to AWS Glue, Workato is: - Better at support - Easier to admin - Easier to do business with Categories in common with AWS Glue: [Data Replication](https://www.g2.com/categories/data-replication), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Workato](https://www.g2.com/compare/aws-glue-vs-workato) **Compare Workato with other alternatives:** - [Workato vs Alteryx](https://www.g2.com/compare/alteryx-vs-workato) - [Workato vs Fivetran](https://www.g2.com/compare/fivetran-vs-workato) - [Workato vs Hevo Data](https://www.g2.com/compare/hevo-data-vs-workato) - [Workato vs Databricks](https://www.g2.com/compare/databricks-vs-workato) - [Workato vs Snowflake](https://www.g2.com/compare/snowflake-vs-workato) - [Workato vs Integrate.io](https://www.g2.com/compare/integrate-io-vs-workato) - [Workato vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/snaplogic-intelligent-integration-platform-iip-vs-workato) - [Workato vs Maia](https://www.g2.com/compare/matillion-maia-vs-workato) - [Workato vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-workato) ### 5. [Databricks](https://www.g2.com/products/databricks/reviews) By Databricks Inc. **Average Rating:** 4.6/5 **Total Reviews:** 1,352 Making big data simple Reviewers say compared to AWS Glue, Databricks is: - Better at meeting requirements - Better at support - More usable Categories in common with AWS Glue: [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Databricks](https://www.g2.com/compare/aws-glue-vs-databricks) **Compare Databricks with other alternatives:** - [Databricks vs Alteryx](https://www.g2.com/compare/alteryx-vs-databricks) - [Databricks vs Fivetran](https://www.g2.com/compare/databricks-vs-fivetran) - [Databricks vs Hevo Data](https://www.g2.com/compare/databricks-vs-hevo-data) - [Databricks vs Workato](https://www.g2.com/compare/databricks-vs-workato) - [Databricks vs Snowflake](https://www.g2.com/compare/databricks-vs-snowflake) - [Databricks vs Integrate.io](https://www.g2.com/compare/databricks-vs-integrate-io) - [Databricks vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/databricks-vs-snaplogic-intelligent-integration-platform-iip) - [Databricks vs Maia](https://www.g2.com/compare/databricks-vs-matillion-maia) - [Databricks vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-databricks) ### 6. [Snowflake](https://www.g2.com/products/snowflake/reviews) By Snowflake, Inc. **Average Rating:** 4.5/5 **Total Reviews:** 760 Snowflake’s platform eliminates data silos and simplifies architectures, so organizations can get more value from their data. The platform is designed as a single, unified product with automations that reduce complexity and help ensure everything “just works”. To support a wide range of workloads, it’s optimized for performance at scale no matter whether someone’s working with SQL, Python, or other languages. And it’s globally connected so organizations can securely access the most relevant content across clouds and regions, with one consistent experience. Reviewers say compared to AWS Glue, Snowflake is: - Better at meeting requirements - More usable - Easier to set up Categories in common with AWS Glue: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Compare:** [AWS Glue vs Snowflake](https://www.g2.com/compare/aws-glue-vs-snowflake) **Compare Snowflake with other alternatives:** - [Snowflake vs Alteryx](https://www.g2.com/compare/alteryx-vs-snowflake) - [Snowflake vs Fivetran](https://www.g2.com/compare/fivetran-vs-snowflake) - [Snowflake vs Hevo Data](https://www.g2.com/compare/hevo-data-vs-snowflake) - [Snowflake vs Workato](https://www.g2.com/compare/snowflake-vs-workato) - [Snowflake vs Databricks](https://www.g2.com/compare/databricks-vs-snowflake) - [Snowflake vs Integrate.io](https://www.g2.com/compare/integrate-io-vs-snowflake) - [Snowflake vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/snaplogic-intelligent-integration-platform-iip-vs-snowflake) - [Snowflake vs Maia](https://www.g2.com/compare/matillion-maia-vs-snowflake) - [Snowflake vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-snowflake) ### 7. [Integrate.io](https://www.g2.com/products/integrate-io/reviews) By Integrate.io **Average Rating:** 4.3/5 **Total Reviews:** 213 Integrate.io launched in 2022 when Xplenty, FlyData, Dreamfactory and Intermix.io were brought together to create the Integrate.io platform. Finally use all of your data to get deep insights that drive your go-to-market success. The Integrate.io platform allows you to quickly unify your data for easy analysis to help lower your CAC, increase your ROAS, and deliver deep customer personalization that drive buying habits. Reviewers say compared to AWS Glue, Integrate.io is: - Better at support - Easier to do business with - Easier to admin Categories in common with AWS Glue: [Data Replication](https://www.g2.com/categories/data-replication), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Integrate.io](https://www.g2.com/compare/aws-glue-vs-integrate-io) **Compare Integrate.io with other alternatives:** - [Integrate.io vs Alteryx](https://www.g2.com/compare/alteryx-vs-integrate-io) - [Integrate.io vs Fivetran](https://www.g2.com/compare/fivetran-vs-integrate-io) - [Integrate.io vs Hevo Data](https://www.g2.com/compare/hevo-data-vs-integrate-io) - [Integrate.io vs Workato](https://www.g2.com/compare/integrate-io-vs-workato) - [Integrate.io vs Databricks](https://www.g2.com/compare/databricks-vs-integrate-io) - [Integrate.io vs Snowflake](https://www.g2.com/compare/integrate-io-vs-snowflake) - [Integrate.io vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/integrate-io-vs-snaplogic-intelligent-integration-platform-iip) - [Integrate.io vs Maia](https://www.g2.com/compare/integrate-io-vs-matillion-maia) - [Integrate.io vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-integrate-io) ### 8. [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) By SnapLogic **Average Rating:** 4.4/5 **Total Reviews:** 400 SnapLogic is the leader in generative integration. As a pioneer in AI-led integration, the SnapLogic Platform accelerates digital transformation across the enterprise and empowers everyone to integrate faster and easier. Whether you are automating business processes, democratizing data, or delivering digital products and services, SnapLogic enables you to simplify your technology stack and take your enterprise further. Thousands of enterprises around the globe rely on SnapLogic to integrate, automate and orchestrate the flow of data across their business. Join the generative integration movement at snaplogic.com. Reviewers say compared to AWS Glue, SnapLogic Intelligent Integration Platform (IIP) is: - More expensive - More usable - Easier to set up Categories in common with AWS Glue: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/aws-glue-vs-snaplogic-intelligent-integration-platform-iip) **Compare SnapLogic Intelligent Integration Platform (IIP) with other alternatives:** - [SnapLogic Intelligent Integration Platform (IIP) vs Alteryx](https://www.g2.com/compare/alteryx-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Fivetran](https://www.g2.com/compare/fivetran-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Hevo Data](https://www.g2.com/compare/hevo-data-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Workato](https://www.g2.com/compare/snaplogic-intelligent-integration-platform-iip-vs-workato) - [SnapLogic Intelligent Integration Platform (IIP) vs Databricks](https://www.g2.com/compare/databricks-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Snowflake](https://www.g2.com/compare/snaplogic-intelligent-integration-platform-iip-vs-snowflake) - [SnapLogic Intelligent Integration Platform (IIP) vs Integrate.io](https://www.g2.com/compare/integrate-io-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Maia](https://www.g2.com/compare/matillion-maia-vs-snaplogic-intelligent-integration-platform-iip) - [SnapLogic Intelligent Integration Platform (IIP) vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-snaplogic-intelligent-integration-platform-iip) ### 9. [Maia](https://www.g2.com/products/matillion-maia/reviews) By Matillion **Average Rating:** 4.5/5 **Total Reviews:** 125 Maia is a team of expert AI agents that work continuously across the data lifecycle, mapped to real data team roles to remove manual work as the limit on what you can deliver. Autonomous AI agents build, govern, and evolve data products at scale—so your engineers focus on outcomes, and your business stops waiting on data. Reviewers say compared to AWS Glue, Maia is: - Slower to reach roi - More usable - Better at support Categories in common with AWS Glue: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Maia](https://www.g2.com/compare/aws-glue-vs-matillion-maia) **Compare Maia with other alternatives:** - [Maia vs Alteryx](https://www.g2.com/compare/alteryx-vs-matillion-maia) - [Maia vs Fivetran](https://www.g2.com/compare/fivetran-vs-matillion-maia) - [Maia vs Hevo Data](https://www.g2.com/compare/hevo-data-vs-matillion-maia) - [Maia vs Workato](https://www.g2.com/compare/matillion-maia-vs-workato) - [Maia vs Databricks](https://www.g2.com/compare/databricks-vs-matillion-maia) - [Maia vs Snowflake](https://www.g2.com/compare/matillion-maia-vs-snowflake) - [Maia vs Integrate.io](https://www.g2.com/compare/integrate-io-vs-matillion-maia) - [Maia vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/matillion-maia-vs-snaplogic-intelligent-integration-platform-iip) - [Maia vs Azure Data Factory](https://www.g2.com/compare/azure-data-factory-vs-matillion-maia) ### 10. [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) By Microsoft **Average Rating:** 4.6/5 **Total Reviews:** 100 Azure Data Factory (ADF) is a fully managed, serverless data integration service designed to simplify the process of ingesting, preparing, and transforming data from diverse sources. It enables organizations to construct and orchestrate Extract, Transform, Load (ETL) and Extract, Load, Transform (ELT) workflows in a code-free environment, facilitating seamless data movement and transformation across on-premises and cloud-based systems. Key Features and Functionality: - Extensive Connectivity: ADF offers over 90 built-in connectors, allowing integration with a wide array of data sources, including relational databases, NoSQL systems, SaaS applications, APIs, and cloud storage services. - Code-Free Data Transformation: Utilizing mapping data flows powered by Apache Spark™, ADF enables users to perform complex data transformations without writing code, streamlining the data preparation process. - SSIS Package Rehosting: Organizations can easily migrate and extend their existing SQL Server Integration Services (SSIS) packages to the cloud, achieving significant cost savings and enhanced scalability. - Scalable and Cost-Effective: As a serverless service, ADF automatically scales to meet data integration demands, offering a pay-as-you-go pricing model that eliminates the need for upfront infrastructure investments. - Comprehensive Monitoring and Management: ADF provides robust monitoring tools, allowing users to track pipeline performance, set up alerts, and ensure efficient operation of data workflows. Primary Value and User Solutions: Azure Data Factory addresses the complexities of modern data integration by providing a unified platform that connects disparate data sources, automates data workflows, and facilitates advanced data transformations. This empowers organizations to derive actionable insights from their data, enhance decision-making processes, and accelerate digital transformation initiatives. By offering a scalable, cost-effective, and code-free environment, ADF reduces the operational burden on IT teams and enables data engineers and business analysts to focus on delivering value through data-driven strategies. Reviewers say compared to AWS Glue, Azure Data Factory is: - Better at meeting requirements - More usable - Better at support Categories in common with AWS Glue: [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools) **Compare:** [AWS Glue vs Azure Data Factory](https://www.g2.com/compare/aws-glue-vs-azure-data-factory) **Compare Azure Data Factory with other alternatives:** - [Azure Data Factory vs Alteryx](https://www.g2.com/compare/alteryx-vs-azure-data-factory) - [Azure Data Factory vs Fivetran](https://www.g2.com/compare/azure-data-factory-vs-fivetran) - [Azure Data Factory vs Hevo Data](https://www.g2.com/compare/azure-data-factory-vs-hevo-data) - [Azure Data Factory vs Workato](https://www.g2.com/compare/azure-data-factory-vs-workato) - [Azure Data Factory vs Databricks](https://www.g2.com/compare/azure-data-factory-vs-databricks) - [Azure Data Factory vs Snowflake](https://www.g2.com/compare/azure-data-factory-vs-snowflake) - [Azure Data Factory vs Integrate.io](https://www.g2.com/compare/azure-data-factory-vs-integrate-io) - [Azure Data Factory vs SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/compare/azure-data-factory-vs-snaplogic-intelligent-integration-platform-iip) - [Azure Data Factory vs Maia](https://www.g2.com/compare/azure-data-factory-vs-matillion-maia) --- ## AWS Glue Alternatives FAQs ### How does AWS Glue compare to Alteryx? According to G2 data, [AWS Glue](https://www.g2.com/products/aws-glue/reviews) has an average rating of 4.3/5 from 202 reviews, while [Alteryx](https://www.g2.com/products/alteryx/reviews) holds a higher average rating of 4.6/5 from 816 reviews. Dimension scores reveal Alteryx leads AWS Glue by 0.3 points in Better at Meeting Requirements (8.8 vs 8.5) and 0.3 points in More Usable (8.7 vs 8.4). AWS Glue scores 0.2 points higher in Easier to Set Up (8.6 vs 8.4), while both tie at 8.3 in Easier to Admin. Alteryx surpasses AWS Glue by 0.2 points in Better at Support (8.5 vs 8.3) and 0.1 points in Easier to Do Business With (8.9 vs 8.8). User sentiment highlights AWS Glue's strengths in serverless ETL capabilities, seamless integration with AWS services like S3 and Athena, and automated schema discovery via Glue Data Catalog, praised in multiple reviews for scalability and cost-effectiveness. However, users report challenges with debugging, slow job startup times, and a steep learning curve. Conversely, Alteryx is lauded for its intuitive drag-and-drop workflow, automation of repetitive tasks, ease of use for non-technical users, and strong data blending and preparation features. Its cons include high licensing costs, occasional performance slowdowns with large datasets, and a learning curve for advanced features. In summary, AWS Glue excels in cloud-native ETL automation and integration within the AWS ecosystem, while Alteryx offers superior usability, broader data preparation capabilities, and a more user-friendly interface, reflected in its higher average rating and dimension scores. ### What are the best alternatives to AWS Glue? Top alternatives to AWS Glue include [Alteryx](https://www.g2.com/products/alteryx/reviews) (4.6/5, 816 reviews), [Fivetran](https://www.g2.com/products/fivetran/reviews) (4.3/5, 795 reviews), [Hevo Data](https://www.g2.com/products/hevo-data/reviews) (4.4/5, 283 reviews), [Workato](https://www.g2.com/products/workato/reviews) (4.7/5, 757 reviews), and [Databricks](https://www.g2.com/products/databricks/reviews) (4.6/5, 803 reviews). These alternatives offer higher ease of administration, better support, more usability, and easier setup compared to AWS Glue. For example, [Alteryx](https://www.g2.com/products/alteryx/reviews) is praised for its intuitive drag-and-drop interface and automation capabilities, while [Fivetran](https://www.g2.com/products/fivetran/reviews) excels in simple setup and zero-maintenance data pipelines. [Workato](https://www.g2.com/products/workato/reviews) stands out with its intelligent automation and extensive connector library, and [Databricks](https://www.g2.com/products/databricks/reviews) offers unified analytics with strong collaboration features. ### What features do alternatives offer that AWS Glue does not? AWS Glue lacks direct integration with EventBridge, limited programming language support (only Python and Scala), and has challenges with debugging, slow job startup times, and limited UI for complex transformations. ### Which ETL Tools tools do reviewers recommend instead of AWS Glue? Reviewers recommend alternatives such as [Alteryx](https://www.g2.com/products/alteryx/reviews) for its ease of use and automation, [Fivetran](https://www.g2.com/products/fivetran/reviews) for its effortless setup and maintenance-free pipelines, and [Workato](https://www.g2.com/products/workato/reviews) for its powerful low-code automation and broad connector ecosystem. [Databricks](https://www.g2.com/products/databricks/reviews) is favored for its unified platform combining ETL, analytics, and machine learning with collaborative notebooks. These tools are preferred over AWS Glue due to better support, usability, and administration, as well as features like AI-driven automation, extensive connector libraries, and more intuitive interfaces. ### Why do users choose Alteryx over AWS Glue? Users choose [Alteryx](https://www.g2.com/products/alteryx/reviews) over AWS Glue primarily for its superior ease of use and intuitive drag-and-drop workflow, which requires minimal coding knowledge. With 333 mentions of ease of use and 148 mentions of automation, Alteryx enables users to automate repetitive data tasks efficiently and accelerate data preparation and analysis. Its visual workflow builder and extensive integration capabilities allow users to blend and clean data from multiple sources quickly, making it accessible to both technical and non-technical users. Alteryx also leads AWS Glue by 0.3 points in Better at Meeting Requirements (8.8 vs 8.5) and More Usable (8.7 vs 8.4), and by 0.2 points in Better at Support (8.5 vs 8.3), indicating stronger user satisfaction in these areas. The platform's active community and comprehensive resources further support user adoption and troubleshooting. While Alteryx's licensing cost is noted as a drawback in 88 reviews, users accept this trade-off for the productivity gains, ease of learning (102 mentions), and time savings (89 mentions) it delivers. 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