Link copied to clipboard # AWS Glue vs Azure Data Factory Comparison - What are their main differences? Share [ Export ](/compare/aws-glue/azure-data-factory/export.csv) AWS GlueAzure Data Factory[+ Add Product](#) Pricing **AWS Glue** Free Trial No pricing available **Azure Data Factory** No pricing available **Pricing Insights** from reviews Time to Implement **AWS Glue** 3 months Based on 5 responses **Azure Data Factory** 3 months Based on 7 responses Return on Investment **AWS Glue** 16 months Based on 5 responses **Azure Data Factory** Not enough reviews yet Perceived Cost **AWS Glue** $$$$$ **Azure Data Factory** $$$$$ Average Discount **AWS Glue** 13% **Azure Data Factory** Not enough reviews yet **Pros & Cons** from reviews **AWS Glue** [ Ease of Use (6) ](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1848440&qs=pros-and-cons#reviews)[ Data Integration (3) ](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1849185&qs=pros-and-cons#reviews)[ Slow Performance (3) ](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=1848042&qs=pros-and-cons#reviews)[ Debugging Difficulty (2) ](https://www.g2.com/products/aws-glue/reviews?filters%5Bsentiment_snippet%5D=2419754&qs=pros-and-cons#reviews) **Azure Data Factory** [ Data Integration (7) ](https://www.g2.com/products/azure-data-factory/reviews?filters%5Bsentiment_snippet%5D=1776955&qs=pros-and-cons#reviews)[ Ease of Use (7) ](https://www.g2.com/products/azure-data-factory/reviews?filters%5Bsentiment_snippet%5D=1777089&qs=pros-and-cons#reviews)[ Debugging Difficulty (5) ](https://www.g2.com/products/azure-data-factory/reviews?filters%5Bsentiment_snippet%5D=1777503&qs=pros-and-cons#reviews)[ Difficult Debugging (4) ](https://www.g2.com/products/azure-data-factory/reviews?filters%5Bsentiment_snippet%5D=1776886&qs=pros-and-cons#reviews) Integrations **AWS Glue** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-athena.jpg "Product Avatar Image") Amazon Athena ](https://www.g2.com/products/amazon-athena/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5b5ecb6259c4c0d54368899a457a4e08/aws-step-functions.jpg "Product Avatar Image") AWS Step Functions ](https://www.g2.com/products/aws-step-functions/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ View all ](https://www.g2.com/products/aws-glue/integrations) **Azure Data Factory** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-simple-email-service-amazon-ses.jpg "Product Avatar Image") Amazon ](https://www.g2.com/products/amazon-simple-email-service-amazon-ses/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-blob-storage.jpg "Product Avatar Image") Azure Blob Storage ](https://www.g2.com/products/azure-blob-storage/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-data-lake-store.jpg "Product Avatar Image") Azure Data Lake Store ](https://www.g2.com/products/azure-data-lake-store/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews)[ View all ](https://www.g2.com/products/azure-data-factory/integrations) **Ratings** from reviews Meets Requirements **AWS Glue** **8.5** /10 Based on 158 responses **Azure Data Factory** **9.1** /10 Based on 79 responses Ease of Use **AWS Glue** **8.4** /10 Based on 161 responses **Azure Data Factory** **8.9** /10 Based on 81 responses Ease of Setup **AWS Glue** **8.6** /10 Based on 77 responses **Azure Data Factory** **9.0** /10 Based on 46 responses Ease of Admin **AWS Glue** **8.3** /10 Based on 68 responses **Azure Data Factory** **8.6** /10 Based on 32 responses Quality of Support **AWS Glue** **8.4** /10 Based on 156 responses **Azure Data Factory** **8.8** /10 Based on 74 responses Has the product been a good partner in doing business? **AWS Glue** **8.8** /10 Based on 68 responses **Azure Data Factory** **9.0** /10 Based on 31 responses Product Direction (% positive) **AWS Glue** **9.0** /10 Based on 157 responses **Azure Data Factory** **9.8** /10 Based on 75 responses **Features** ratings from reviews ETL Tools **8.9** /10 Based on 82 responses **9.0** /10 Based on 63 responses Machine Learning Data Catalog **8.7** /10 Based on 20 responses Not enough data Data Preparation **8.4** /10 Based on 70 responses Not enough data Data Virtualization **9.0** /10 Based on 28 responses Not enough data Data Replication **9.1** /10 Based on 22 responses Not enough data User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 22.7% Mid-Market(51-1000 emp.) 29.4% Enterprise(\> 1000 emp.) 47.9% Small-Business(50 or fewer emp.) 22.7% Mid-Market(51-1000 emp.) 29.4% Enterprise(\> 1000 emp.) 47.9% Small-Business(50 or fewer emp.) 12.5% Mid-Market(51-1000 emp.) 29.2% Enterprise(\> 1000 emp.) 58.3% Small-Business(50 or fewer emp.) 12.5% Mid-Market(51-1000 emp.) 29.2% Enterprise(\> 1000 emp.) 58.3% **Reviewers' Industry** [![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue")](https://www.g2.com/products/aws-glue/reviews) 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% Other 50.3% [![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory")](https://www.g2.com/products/azure-data-factory/reviews) Azure Data Factory Information Technology and Services 30.9% Computer Software 12.4% Consulting 6.2% Financial Services 5.2% Airlines/Aviation 4.1% Other 41.2% Alternatives **AWS Glue Alternatives** ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran") [ Fivetran ](/products/fivetran/reviews) ![Hevo Data](https://images.g2crowd.com/uploads/product/hd_favicon/1a4069c8ee36ae34c4c9c55aeea3a96d/hevo-data.svg "Hevo Data") [ Hevo Data ](/products/hevo-data/reviews) ![Workato](https://images.g2crowd.com/uploads/product/hd_favicon/5e21242185438a3b63b0b3cc5eb921b0/workato.svg "Workato") [ Workato ](/products/workato/reviews) **Azure Data Factory Alternatives** ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran") [ Fivetran ](/products/fivetran/reviews) ![SnapLogic Agentic Integration and Applied AI Platform](https://images.g2crowd.com/uploads/product/hd_favicon/912d8776f7f16fdcaacfee88f3cc18a9/snaplogic-agentic-integration-and-applied-ai-platform.svg "SnapLogic Agentic Integration and Applied AI Platform") [ SnapLogic Agentic Integration and Applied AI Platform ](/products/snaplogic-agentic-integration-and-applied-ai-platform/reviews) ![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt") [ dbt ](/products/dbt/reviews) ![Maia](https://images.g2crowd.com/uploads/product/hd_favicon/9011170238fcf294d591acb9e5d08a3f/matillion-maia.svg "Maia") [ Maia ](/products/matillion-maia/reviews) ## AWS Glue vs Azure Data Factory FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between AWS Glue vs Azure Data Factory? Azure Data Factory stands out for its higher reviewer satisfaction scores and broader integration capabilities compared to AWS Glue. | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) | | --- | --- | | 4.3/5 (202 reviews) | 4.6/5 (101 reviews) | | Enterprise | Enterprise | | 8.6 | 9.0 | | 8.3 | 8.8 | | Ease of Use (6 all-time mentions) | Data Integration (7 all-time mentions) | ### How do the pricing models of AWS Glue and Azure Data Factory compare? Azure Data Factory is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to AWS Glue. - **AWS Glue:** In recent reviews, several reviewers note that costs can increase quickly if jobs are not optimized, and monitoring usage is essential to prevent unforeseen expenses. - **Azure Data Factory:** Reviewers highlight that Azure Data Factory is affordable and less expensive, especially beneficial for small businesses, though costs can add up with large data volumes or frequent pipeline runs. ### What are the best alternatives to AWS Glue and Azure Data Factory? The top three alternatives to AWS Glue and Azure Data Factory are Fivetran, Alteryx, and SnapLogic. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202 reviews) | Enterprise | Costs can increase quickly if jobs are not optimized | Ease of Use (6 all-time mentions) | | [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) | 4.6/5 (101 reviews) | Enterprise | Affordable and less expensive, especially for small businesses | Data Integration (7 all-time mentions) | | [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828 reviews) | Mid-Market | — | — | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — | | [SnapLogic](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) | 4.4/5 (406 reviews) | Enterprise | — | — | ### Which ETL Tools features should I prioritize when comparing AWS Glue and Azure Data Factory? Buyers should prioritize Ease of Setup, Integration Capabilities, Transformation Features, Scalability, and Debugging Experience when comparing AWS Glue and Azure Data Factory. - **Ease of Setup:** AWS Glue 8.6, Azure Data Factory 9.0 - **Integration Capabilities:** AWS Glue (Easy Integrations, 2 all-time mentions), Azure Data Factory (Connectors, 6 all-time mentions; Integrations, 6 all-time mentions) - **Transformation Features:** Transformation is the most frequently mentioned feature across both products - **Scalability:** AWS Glue (Scalability, 2 all-time mentions), Azure Data Factory (Scalability, 5 all-time mentions) - **Debugging Experience:** AWS Glue (Debugging Difficulty, 2 all-time mentions), Azure Data Factory (Debugging Difficulty, 5 all-time mentions) ### What are the pros and cons of AWS Glue vs Azure Data Factory? Azure Data Factory's headline strength is its data integration and ease of use, while AWS Glue is recognized for its serverless ETL capabilities and integration within the AWS ecosystem. - **AWS Glue strengths:** Serverless ETL, ease of use (6 all-time mentions), data cataloging, integration with AWS services, scalability, and automation. - **AWS Glue trade-offs:** Reviewers note slow performance (3 all-time mentions), debugging difficulty (2 all-time mentions), and higher costs if jobs are not optimized. - **Azure Data Factory strengths:** Data integration (7 all-time mentions), ease of use (7 all-time mentions), large number of connectors (6 all-time mentions), scalability (5 all-time mentions), and automation (4 all-time mentions). - **Azure Data Factory trade-offs:** Reviewers cite debugging difficulty (5 all-time mentions), feature limitations (4 all-time mentions), and complexity in managing large or complex pipelines. ### Is AWS Glue or Azure Data Factory better for small businesses? Azure Data Factory is better suited for small businesses, with reviewers highlighting its affordability and ease of use. - **AWS Glue:** Largest segment is Enterprise; reviewers note its strong integration with AWS but mention a steeper learning curve and higher costs for smaller workloads. - **Azure Data Factory:** Largest segment is Enterprise; recent reviews emphasize its affordability, user-friendly interface, and suitability for both small and large organizations. ### Which ETL Tools platform has better integrations? Azure Data Factory is favored by reviewers for integrations, especially due to its extensive connector support and integration with Databricks. - **AWS Glue:** Integrates with Amazon Athena (5 all-time mentions). - **Azure Data Factory:** Integrates with Databricks (12 all-time mentions), Azure Blob Storage (3 all-time mentions), and Azure Databricks (2 all-time mentions). ### How do AWS Glue and Azure Data Factory compare on customer support? Azure Data Factory scores higher on Quality of Support, with a 0.5-point advantage over AWS Glue, indicating a material difference in reviewer satisfaction. - **AWS Glue:** Reviewers describe support as generally helpful but note occasional challenges with documentation and troubleshooting. - **Azure Data Factory:** Reviewers consistently praise customer support, describing it as high-quality and responsive, especially for setup and ongoing use. ### Which is easier to implement, AWS Glue or Azure Data Factory? Azure Data Factory is rated higher for Ease of Setup, with a 0.4-point advantage over AWS Glue, reflecting easier implementation experiences. - **AWS Glue:** Reviewers mention a steeper learning curve, especially for those new to AWS or Spark, but appreciate the serverless setup once familiar. - **Azure Data Factory:** Reviewers highlight its drag-and-drop interface, low-code/no-code features, and quick onboarding, making it accessible for both technical and non-technical users. ### Which product has better Transformation? Azure Data Factory is favored for Transformation, with higher reviewer satisfaction and more frequent positive mentions. - **AWS Glue:** Transformation is a core feature, but reviewers note the need for custom transformations and a steeper learning curve for complex scenarios. - **Azure Data Factory:** Transformation is the most frequently mentioned feature, with reviewers praising its data flow and transformation capabilities, supported by a higher Meets Requirements score (9.1 vs. 8.5) and more positive sentiment in recent reviews. ## AWS Glue vs Azure Data Factory When assessing the two solutions, reviewers found Azure Data Factory easier to use, set up, and administer. Reviewers also preferred doing business with Azure Data Factory overall. - Reviewers felt that Azure Data Factory meets the needs of their business better than AWS Glue. - When comparing quality of ongoing product support, reviewers felt that Azure Data Factory is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of Azure Data Factory over AWS Glue.