[Home](https://www.selecthub.com/) \> [ETL](https://www.selecthub.com/category/etl/) \> [ETL Tools](https://www.selecthub.com/c/etl-tools/) \> [AWS Glue](https://www.selecthub.com/p/etl-tools/aws-glue/) \> AWS Glue vs Hevo # AWS Glue vs Hevo Last Updated: June 22nd, 2026 Our analysts compared [AWS Glue](https://www.selecthub.com/p/etl-tools/aws-glue/) vs [Hevo](https://www.selecthub.com/p/etl-tools/hevo-data/) based on data from our 400+ point analysis of [ETL Tools](https://www.selecthub.com/c/etl-tools/), user reviews and our own crowdsourced data from our [free software selection platform](https://www.selecthub.com/about/start-free-selection-project-site/?category=ETL Tools&cta=etl-tools). [Overview](#product-overview) [Pricing](#product-pricing) [Our Review](#product-analyst-summary) [User Ratings](#user-sentiment-section) [Features](#product-benefits-features) [Analyst Ratings](#analyst-rating-section) [Comparison Charts](#product-comparison-charts) [Screenshots](#product-screenshots) Remove Add to Compare [![AWS Glue Software Tool](https://cdn.selecthub.com/products/3a077e8acfc4a2b463c47f2125fdfac5-d34e433e93d77f5433219e5f1602055c/resources/normal/logo.png?1693319122)](https://www.selecthub.com/p/etl-tools/aws-glue/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) Remove Add to Compare [![Hevo Software Tool](https://cdn.selecthub.com/products/6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a/resources/normal/logo.png?1693319126)](https://www.selecthub.com/p/etl-tools/hevo-data/) [ ![Product Awards](https://www.selecthub.com/display/images/awards_badge.svg) ](#awards-section) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=ETL+Tools&product%5Fname=AWS%2BGlue&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F3a077e8acfc4a2b463c47f2125fdfac5-d34e433e93d77f5433219e5f1602055c%2Fresources%2Fnormal%2Flogo.png%3F1693319122) [Demo](https://pmo.selecthub.com/get-product-demo/?category=ETL+Tools&product%5Fname=AWS%2BGlue&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F3a077e8acfc4a2b463c47f2125fdfac5-d34e433e93d77f5433219e5f1602055c%2Fresources%2Fnormal%2Flogo.png%3F1693319122) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=ETL+Tools&product%5Fname=AWS%2BGlue&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F3a077e8acfc4a2b463c47f2125fdfac5-d34e433e93d77f5433219e5f1602055c%2Fresources%2Fnormal%2Flogo.png%3F1693319122&price=1) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=ETL+Tools&product%5Fname=AWS%2BGlue&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F3a077e8acfc4a2b463c47f2125fdfac5-d34e433e93d77f5433219e5f1602055c%2Fresources%2Fnormal%2Flogo.png%3F1693319122&price=1) [Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=ETL+Tools&product%5Fname=Hevo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a%2Fresources%2Fnormal%2Flogo.png%3F1693319126) [Demo](https://pmo.selecthub.com/get-product-demo/?category=ETL+Tools&product%5Fname=Hevo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a%2Fresources%2Fnormal%2Flogo.png%3F1693319126) [Request Pricing](https://pmo.selecthub.com/get-product-pricing/?category=ETL+Tools&product%5Fname=Hevo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a%2Fresources%2Fnormal%2Flogo.png%3F1693319126&price=2) [Pricing](https://pmo.selecthub.com/get-product-pricing/?category=ETL+Tools&product%5Fname=Hevo&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a%2Fresources%2Fnormal%2Flogo.png%3F1693319126&price=2) ### Products Insights Overall Rating Comparison [ Analyst Rating 88 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) (165 Reviews) ](#user-sentiment-section) [ Analyst Rating 87 Detailed Analysis ](#analyst-rating-section) [ User Sentiment ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) (83 Reviews) ](#user-sentiment-section) Price Starts From $0.44/M-DPU-Hour, Usage-Based Free Trial is unavailable → $49 Monthly, Quote-Based, Freemium [Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Hevo&category=ETL Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/6d1e481bdcf159961818823e652a7725-40e7e4fa6659fa6c8c3ca86545274f5a/resources/normal/logo.png?1693319126) Pros What we like about AWS Glue and Hevo: * Serverless setup scales automatically and removes the need to provision or maintain servers. * Tight links to S3, Redshift and RDS make AWS-centric pipelines easy to wire up. * Glue DataBrew lets analysts clean and shape data visually without writing code. * Central Data Catalog gives you one place to find and govern data assets across stores. * Pre-built connectors for 100+ sources make non-technical setup fast and approachable. * Automated pipelines handle schema drift, retries and refresh schedules without custom scripts. * Replay queue catches bad records, alerts your team, and re-ingests them after fixes. * Free tier and tiered plans suit startups and smaller data volumes on a tight budget. Cons What we dislike about AWS Glue and Hevo: * Complex transformations push you into custom Python or Scala outside the visual interface. * Debugging jobs is tough since visibility into the underlying Spark execution is limited. * On-premise and non-AWS sources are awkward, leaving hybrid setups feeling stranded. * Deep AWS coupling raises lock-in worries if you ever consider switching cloud providers. * Advanced data manipulation often hits the ceiling of Hevo's built-in transformation tools. * Very large datasets and complex file processing can surface performance and scaling issues. * Pay-as-you-go billing makes costs unpredictable when data volumes swing month to month. * Smaller user community means fewer troubleshooting resources than open-source ETL alternatives. ### Our Review **Bottom line:** AWS Glue and Hevo Data both run cloud ETL pipelines, but they pull in different directions. Pick AWS Glue if your stack lives in AWS and you have engineers comfortable with Spark. Pick Hevo if you want pre-built connectors, a no-code feel, and faster time to a working pipeline. AWS Glue fits you best when S3, Redshift, RDS or Athena are already core to your data platform. Our analysis points to its serverless scaling and Data Catalog as real strengths for AWS-centric teams. The tradeoff is that complex transformations often need custom Spark code, so a pure no-code team may struggle. Hevo leans the other way. Users find the visual interface and 100+ pre-built connectors let non-technical folks set up pipelines in minutes. Automated schema handling and the replay queue for bad records help keep things moving without a dedicated data engineering team behind every change. On pricing, AWS Glue starts at $0.44 per DPU-hour on a usage-based model, which works well for spiky workloads but can surprise you on long-running jobs. Hevo's pricing isn't published and requires a quote, though it does offer a free tier and a 14-day trial to test the fit first. Both products carry lock-in risk and can get pricey at scale. If your team writes Spark and lives in AWS, Glue gives you more raw control. If you want speed, simplicity, and broad SaaS source coverage without hiring more engineers, Hevo is the easier on-ramp. ### Analyst Rating Summary Overall Scores Based on the research and analysis by SelectHub's team of research analysts, AWS Glue has an analyst rating of 88\. By comparison Hevo has an analyst rating of 87\. 88 87 Features Comparison **Data Delivery** Streamline your data from countless sources into one spot, making it perfectly clean and ready for instant use in all your reports and decisions. 100 93 **Data Quality** Ensure your business decisions are always based on reliable, accurate information by automatically catching and fixing errors in your data before it's used. 92 83 **Data Sources and Targets Connectivity** Connect to virtually any data system you already use, pulling information effortlessly from where it is and placing it exactly where it needs to be. 62 90 [Show More](#) [Show More](https://pmo.selecthub.com/customize-data/?category=ETL Tools) Strengths The best features of AWS Glue and Hevo as judged by user reviews and analyst validation. Data Delivery Performance and Scalability Platform Capabilities Platform Security Workflow Management Performance and Scalability Metadata Management Data Delivery Data Sources and Targets Connectivity Platform Capabilities ### Analyst Ratings for Functional Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=ETL Tools) How AWS Glue and Hevo compare against the top 7 functional requirements as defined by SelectHub project data. AWS Glue Hevo \+ Add Product [\+ Add Product](https://pmo.selecthub.com/customize-data/?category=ETL Tools) Data Delivery Data Quality Data Sources AndTargets Connectivity Data Transformation Metadata Management Platform Capabilities Workflow Management 100 92 62 90 96 100 100 93 83 90 81 96 86 84 0 25 50 75 100 Implementation Level of Effort Estimation **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) **Tier 2:** Supported with workarounds or add-ons that may require additional costs. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. **Data Delivery** Streamline your data from countless sources into one spot, making it perfectly clean and ready for instant use in all your reports and decisions. 100% 0% 0% 90% 0% 10% **Data Quality** Ensure your business decisions are always based on reliable, accurate information by automatically catching and fixing errors in your data before it's used. 85% 8% 7% 77% 0% 23% **Data Sources And Targets Connectivity** Connect to virtually any data system you already use, pulling information effortlessly from where it is and placing it exactly where it needs to be. 36% 0% 64% 89% 0% 11% **Data Transformation** Reshape and combine all your diverse data into a single, standardized format that perfectly fits your analysis tools and reporting needs. 88% 0% 12% 79% 0% 21% **Metadata Management** Keep track of exactly where all your data comes from, what changes have been made to it, and where it goes, ensuring perfect transparency and control. 90% 0% 10% 90% 0% 10% **Platform Capabilities** Run your data integration tasks reliably across your entire IT infrastructure, whether it’s on-premises, in the cloud, or a combination of both. 100% 0% 0% 86% 0% 14% **Workflow Management** Schedule and automate your entire data pipeline to run reliably behind the scenes, ensuring fresh, updated information is always ready when you need it. 100% 0% 0% 80% 0% 20% **Customize This Data For Your Unique Needs**and compare feature capabilities head-to-head [CUSTOMIZE NOW](#) [CUSTOMIZE NOW](https://pmo.selecthub.com/customize-data/?category=ETL Tools) ### Analyst Ratings for Technical Requirements [Customize This Data](#) [Customize This Data](https://pmo.selecthub.com/customize-data/?category=ETL Tools) Implementation Level of Effort Estimation **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. [Read more](#) **Tier 2:** Supported with workarounds or add-ons that may require additional costs. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. **Performance And Scalability** Handle enormous data volumes quickly and reliably, and easily expand your capacity to keep pace as your business and data continue to grow. 100% 0% 0% 100% 0% 0% **Platform Security** Keep your sensitive data completely safe and meet all compliance rules by controlling exactly who can access and change your critical information. 100% 0% 0% 82% 0% 18% **Requirements Summary**Of typical requirements, 79% are fully supported out of the box by AWS Glue including Data Delivery, Performance And Scalability and Platform Capabilities. Hevo supports 79.8% and excels at Performance And Scalability, Data Delivery and Metadata Management. AWS Glue has an analyst rating of 88 and a user sentiment rating of 'great' based on 165 reviews, while Hevo has an analyst rating of 87 and a user sentiment rating of 'excellent' based on 83 reviews. AWS Glue and Hevo are both SelectHub award-winners. ### User Sentiment Summary AWS Glue has a user sentiment rating of 85 based on 165 reviews. Hevo has a user sentiment rating of 94 based on 83 reviews. ![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 165 reviews ![Excellent User Sentiment](https://www.selecthub.com/display/images/scores/excellent.svg) 83 reviews Synopsis Evaluating all review platforms, our market analysts have compiled the following user sentiment data. 85% of users recommend this product AWS Glue has a 'great' User Satisfaction Rating of 85% when considering 165 user reviews from 3 recognized software review sites. 94% of users recommend this product Hevo has a 'excellent' User Satisfaction Rating of 94% when considering 83 user reviews from 3 recognized software review sites. User Review Scores **G2.com, Inc** **4.0** (46) **4.7** (21) **Software Advice, Inc** n/a **4.67** (42) **Capterra Inc** n/a **4.8** (20) **Gartner, Inc** **4.4** (109) n/a **TrustRadius** **3.9** (10) n/a ### Awards SelectHub awards earned by these products based on a comprehensive analysis by our research analysts. SelectHub research analysts have evaluated AWS Glue and concluded it earns best-in-class honors for Workflow Management. ![Workflow Management Award]() Hevo stands above the rest by achieving an ‘Excellent’ rating as a User Favorite. ![User Favorite Award]() ### Product Assistance Training Resources Documentation In Person Live Online Videos Webinars Documentation In Person Live Online Videos Webinars Support Email Phone Chat FAQ Forum Knowledge Base 24/7 Live Support Email Phone Chat FAQ Forum Knowledge Base 24/7 Live Support ### Product Basics Company Size i Small Medium Large Small Medium Large Platforms Supported Windows Mac Linux Android Chromebook Windows Mac Linux Android Chromebook Deployment Supported Cloud On-Premise Mobile Cloud On-Premise Mobile Comparison of Top Alternatives [AWS Glue Alternatives ](https://www.selecthub.com/etl-tools/aws-glue/alternatives/) [Hevo Alternatives ](https://www.selecthub.com/etl-tools/hevo-data/alternatives/) ### Screenshots ![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() ![Screenshots]()![Screenshots]()![Screenshots]() ### Key Features * **Data Catalog** – Stores metadata with full version history so you can discover and query assets across S3, Redshift and other stores from one place. * **Visual Data Prep** – Glue DataBrew offers 250+ pre-built transformations for code-free cleaning, normalization and anomaly filtering. * **Event-driven Jobs** – Triggers fire ETL jobs on a schedule or when new data lands, often paired with Lambda for near-real-time loads. * **Schema Discovery** – Crawlers run on demand, on a schedule, or on events to detect schemas and data types, then register them in the catalog automatically. * **Pipeline Automation** – Manages future data tasks without ETL scripts or cron jobs, including auto-detecting schema changes and propagating them to the destination. * **Data Modeling** – Build models through a visual interface and schedule them to run, with materialized views inside the warehouse keeping outputs analysis-ready. * **Exception Handling** – A replay queue holds erroneous events, sends alerts, and re-ingests records once fixes land, so pipelines don't silently drop data. * **Live Monitoring** – In-UI alerts plus CloudWatch logs give a single view of sync jobs, delays and errors as data flows from source to warehouse. ### Top Alternatives in ETL Tools [ Azure Data Factory ](https://www.selecthub.com/p/data-integration-tools/azure-data-factory/) [ Cloud Data Fusion ](https://www.selecthub.com/p/etl-tools/cloud-data-fusion/) [ Dataflow ](https://www.selecthub.com/p/etl-tools/dataflow/) [ DataStage ](https://www.selecthub.com/p/etl-tools/datastage/) [ Fivetran ](https://www.selecthub.com/p/etl-tools/fivetran/) [ Hevo ](https://www.selecthub.com/p/etl-tools/hevo-data/) [ IDMC ](https://www.selecthub.com/p/data-management-tools/informatica-idmc/) [ Informatica PowerCenter ](https://www.selecthub.com/p/etl-tools/informatica-powercenter/) [ InfoSphere Information Server ](https://www.selecthub.com/p/data-integration-tools/infosphere-information-server/) [ Integrate.io ](https://www.selecthub.com/p/etl-tools/integrate-io/) [ Oracle Data Integrator ](https://www.selecthub.com/p/data-integration-tools/oracle-data-integrator/) [ Pentaho ](https://www.selecthub.com/p/data-management-tools/pentaho/) [ Qlik Talend Data Integration ](https://www.selecthub.com/p/data-integration-tools/qlik-talend-data-integration/) [ SAP Data Services ](https://www.selecthub.com/p/etl-tools/sap-data-services/) [ SAS Data Management ](https://www.selecthub.com/p/data-management-tools/sas-data-management/) [ Skyvia ](https://www.selecthub.com/p/data-integration-tools/skyvia/) [ SQL Server ](https://www.selecthub.com/p/relational-database-solutions/sql-server/) [ SQL Server Integration Services ](https://www.selecthub.com/p/etl-tools/sql-server-integration-services/) [ Talend ](https://www.selecthub.com/p/data-management-tools/talend/) [ TIBCO Cloud Integration ](https://www.selecthub.com/p/ipaas-solutions/tibco-cloud-integration/) ### Related Categories AWS Glue and Hevo can also be found with other leading products in these categories: [Data Integration Tools ](https://www.selecthub.com/c/data-integration-tools/) Show more [Data Integration Tools ](https://www.selecthub.com/c/data-integration-tools/) [Data Warehouse Reporting Tools ](https://www.selecthub.com/c/data-warehouse-reporting-tools/) [Data Warehouse Tools ](https://www.selecthub.com/c/data-warehouse-tools/) Show more ### Head-to-Head Comparison ![AWS Glue Software Tool]() ![Cloud Data Fusion Software Tool]() [AWS Glue VS Cloud Data Fusion](https://www.selecthub.com/etl-tools/aws-glue-vs-cloud-data-fusion/) ![AWS Glue Software Tool]() ![DataStage Software Tool]() [AWS Glue VS DataStage](https://www.selecthub.com/etl-tools/aws-glue-vs-datastage/) ![AWS Glue Software Tool]() ![Daton Software Tool]() [AWS Glue VS Daton](https://www.selecthub.com/etl-tools/aws-glue-vs-daton/) ![AWS Glue Software Tool]() ![Dexi Software Tool]() [AWS Glue VS Dexi](https://www.selecthub.com/etl-tools/aws-glue-vs-dexi/) ![AWS Glue Software Tool]() ![Fivetran Software Tool]() [AWS Glue VS Fivetran](https://www.selecthub.com/etl-tools/fivetran-vs-aws-glue/) ![AWS Glue Software Tool]() ![Hevo Software Tool]() [AWS Glue VS Hevo](https://www.selecthub.com/etl-tools/aws-glue-vs-hevo-data/) ![AWS Glue Software Tool]() ![Informatica PowerCenter Software Tool]() [AWS Glue VS Informatica PowerCenter](https://www.selecthub.com/etl-tools/aws-glue-vs-informatica-powercenter/) ![AWS Glue Software Tool]() ![Integrate.io Software Tool]() [AWS Glue VS Integrate.io](https://www.selecthub.com/etl-tools/aws-glue-vs-integrate-io/) ![AWS Glue Software Tool]() ![Mozart Data Software Tool]() [AWS Glue VS Mozart Data](https://www.selecthub.com/etl-tools/aws-glue-vs-mozart-data/) ![AWS Glue Software Tool]() ![Qlik Replicate Software Tool]() [AWS Glue VS Qlik Replicate](https://www.selecthub.com/etl-tools/aws-glue-vs-qlik-replicate/) ![AWS Glue Software Tool]() ![SAP Data Services Software Tool]() [AWS Glue VS SAP Data Services](https://www.selecthub.com/etl-tools/aws-glue-vs-sap-data-services/) ![AWS Glue Software Tool]() ![SQL Server Integration Services Software Tool]() [AWS Glue VS SQL Server Integration Services](https://www.selecthub.com/etl-tools/sql-server-integration-services-vs-aws-glue/) **About SelectHub (and our data)** We’re the employee-owned Austin-based startup democratizing software data so you can make your decisions in an influence-free zone. Our market data is crowdsourced from our user-base of 100,000+ companies. WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more... ![SelectHub Products Reporting and Analytics]() [Build Your Requirements](https://pmo.selecthub.com/etl-tools-requirements-onsite/) ![SelectHub Products Cost and Pricing Guide]() [Get Your Free Comparison Report](https://pmo.selecthub.com/request-custom-scorecard/?category=ETL%20Tools) **Tier 1:** Fully/moderately supported out-of-the-box allowing for quick and easy deployment. Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. **Tier 2:** Supported with workarounds or add-ons that may require additional costs. Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor with or without any additional cost. **Tier 3:** Requires partner integrations or custom development that is often at an additional cost. Requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 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