# Top 10 AWS Glue Alternatives & Competitors (202)4.3 out of 5 Reviewers exploring AWS Glue often also consider these top-rated options in the same software category. ETL Tools is used by teams seeking top rated, easily administered platforms with features like data encryption, storage formats, and scheduled backups, according to G2 reviews. In most cases, users compare alternatives based on reliability and ease of use. The best overall alternative to AWS Glue is [Alteryx](https://www.g2.com/products/alteryx/reviews), rated ~4.6 stars on G2 from 860+ reviewers. It is frequently praised for automation and intuitive. Other well-known alternatives to AWS Glue are: - [Fivetran](https://www.g2.com/products/fivetran/reviews) – known for easy setup and easy integration (G2 star rating ~4.3) - [Hevo Data](https://www.g2.com/products/hevo-data/reviews) – highly rated for customer support and easy integrations (G2 star rating ~4.4) - [Workato](https://www.g2.com/products/workato/reviews) – offers easy integrations and automation (G2 star rating ~4.7) - [Databricks](https://www.g2.com/products/databricks/reviews) – best suited for teams that need collaboration and analytics (G2 star rating ~4.6) Browse top options below. Based on G2 review data, AWS Glue is most commonly used in industries like [ETL Tools](https://www.g2.com/categories/etl-tools), [iPaaS Software](https://www.g2.com/categories/ipaas), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms). Compare user ratings by vertical to find the best fit. ## Best Paid & Free Alternatives to AWS Glue - Alteryx - Fivetran - Hevo Data - Workato - Databricks - Snowflake - Integrate.io - SnapLogic Intelligent Integration Platform (IIP) ## 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. [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/2c6c77d8284b2f6609c2f9dc0ba6b5a9/alteryx.png "Product Avatar Image") ](https://www.g2.com/products/alteryx/reviews) [ Alteryx ](https://www.g2.com/products/alteryx/reviews) By [Alteryx](https://www.g2.com/sellers/alteryx) [ 4.6/5(893) ](https://www.g2.com/products/alteryx/reviews#reviews) Product Description 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 ](/categories/data-preparation)[ Big Data Integration Platforms ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/de2aec2900c83942b05e5256568f5444/fivetran.jpg "Product Avatar Image") ](https://www.g2.com/products/fivetran/reviews) [ Fivetran ](https://www.g2.com/products/fivetran/reviews) By [Fivetran](https://www.g2.com/sellers/fivetran) [ 4.3/5(828) ](https://www.g2.com/products/fivetran/reviews#reviews) Product Description 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 ](/categories/data-replication)[ Big Data Integration Platforms ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/9d76f06bee255ed4838c01e4121b9b9d/hevo-data.png "Product Avatar Image") ](https://www.g2.com/products/hevo-data/reviews) [ Hevo Data ](https://www.g2.com/products/hevo-data/reviews) By [Hevo Data](https://www.g2.com/sellers/hevo-data) [ 4.4/5(292) ](https://www.g2.com/products/hevo-data/reviews#reviews) Product Description 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 ](/categories/data-replication)[ ETL Tools ](/categories/etl-tools) [![G2 Advertising](/assets/my-g2-logo-41632af6f81a240a0a9886638f412b2ac9a29f4001534f8c83be89a58ef9d45d.svg "G2 Advertising")](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) Sponsored G2 Advertising Get 2x conversion than Google Ads with G2 Advertising! G2 Advertising places your product in premium positions on high-traffic pages and on targeted competitor pages to reach buyers at key comparison moments. [ Learn More ](https://sell.g2.com/case-studies/how-aisdr-uses-g2-ads-to-turn-g2-into-top-5-traffic-source) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/50b25c72253e48a2b66e69f996196956/workato.png "Product Avatar Image") ](https://www.g2.com/products/workato/reviews) [ Workato ](https://www.g2.com/products/workato/reviews) By [Workato](https://www.g2.com/sellers/workato) [ 4.7/5(777) ](https://www.g2.com/products/workato/reviews#reviews) Product Description 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 ](/categories/data-replication)[ Big Data Integration Platforms ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") ](https://www.g2.com/products/databricks/reviews) [ Databricks ](https://www.g2.com/products/databricks/reviews) By [Databricks Inc.](https://www.g2.com/sellers/databricks-inc) [ 4.6/5(1,365) ](https://www.g2.com/products/databricks/reviews#reviews) Product Description 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 ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image") ](https://www.g2.com/products/snowflake/reviews) [ Snowflake ](https://www.g2.com/products/snowflake/reviews) By [Snowflake, Inc.](https://www.g2.com/sellers/snowflake-inc) [ 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews#reviews) Product Description 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 ](/categories/big-data-integration-platforms) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/5978b53658fd2f84fadafed502e97d00/integrate-io.png "Product Avatar Image") ](https://www.g2.com/products/integrate-io/reviews) [ Integrate.io ](https://www.g2.com/products/integrate-io/reviews) By [Integrate.io](https://www.g2.com/sellers/integrate-io) [ 4.3/5(213) ](https://www.g2.com/products/integrate-io/reviews#reviews) Product Description 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 ](/categories/data-replication)[ Big Data Integration Platforms ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/c476c9375398c3b68bbf5ff649015bba/snaplogic-intelligent-integration-platform-iip.png "Product Avatar Image") ](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) [ SnapLogic Intelligent Integration Platform (IIP) ](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) By [SnapLogic](https://www.g2.com/sellers/snaplogic) [ 4.4/5(405) ](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews#reviews) Product Description 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 ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/e35b9509b73c5426308c72217a959295/matillion-maia.png "Product Avatar Image") ](https://www.g2.com/products/matillion-maia/reviews) [ Maia ](https://www.g2.com/products/matillion-maia/reviews) By [Matillion](https://www.g2.com/sellers/matillion) [ 4.5/5(125) ](https://www.g2.com/products/matillion-maia/reviews#reviews) Product Description 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 ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Product Avatar Image") ](https://www.g2.com/products/azure-data-factory/reviews) [ Azure Data Factory ](https://www.g2.com/products/azure-data-factory/reviews) By [Microsoft](https://www.g2.com/sellers/microsoft) [ 4.6/5(101) ](https://www.g2.com/products/azure-data-factory/reviews#reviews) Product Description 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 ](/categories/big-data-integration-platforms)[ ETL Tools ](/categories/etl-tools) ## AWS Glue Alternatives FAQs Generated using AI ### 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. These factors make Alteryx a preferred choice for organizations seeking a powerful, user-friendly data preparation and analytics tool that reduces reliance on coding and accelerates workflow automation. ### Explore Articles [ Which solution supports secure transcription for confidential documents? ](https://www.g2.com/discussions/which-solution-supports-secure-transcription-for-confidential-documents) [ Which DNS security service works best for protecting remote workers on laptops and phones when they are not behind the corporate network? ](https://www.g2.com/discussions/which-dns-security-service-works-best-for-protecting-remote-workers-on-laptops-and-phones-when-they-are-not-behind-the-corporate-network) [ Which absence management solution best integrates with payroll systems? ](https://www.g2.com/discussions/which-absence-management-solution-best-integrates-with-payroll-systems) [ What platform integrates WhatsApp marketing with CRM systems? ](https://www.g2.com/discussions/what-platform-integrates-whatsapp-marketing-with-crm-systems) [ Which presentation software offers the best design templates? ](https://www.g2.com/discussions/which-presentation-software-offers-the-best-design-templates) [ What low-code platforms are good for small teams managing complex workflows that keep changing without a dedicated IT person? ](https://www.g2.com/discussions/what-low-code-platforms-are-good-for-small-teams-managing-complex-workflows-that-keep-changing-without-a-dedicated-it-person) ### Spotlight Categories [ Core HR Software ](https://www.g2.com/categories/core-hr) [ Mobile Marketing Software ](https://www.g2.com/categories/mobile-marketing) [ Accounts Receivable Software ](https://www.g2.com/categories/accounts-receivable)