Link copied to clipboard # AWS Glue vs IBM DataStage Comparison - What are their main differences? Share [ Export ](/compare/aws-glue/ibm-datastage/export.csv) AWS GlueIBM DataStage[+ Add Product](#) Pricing **AWS Glue** Free Trial No pricing available **IBM DataStage** No pricing available **Pricing Insights** from reviews Time to Implement **AWS Glue** 3 monthsFaster Based on 5 responses **IBM DataStage** 7 months Based on 9 responses Return on Investment **AWS Glue** 16 months10 months sooner Based on 5 responses **IBM DataStage** 26 months Based on 8 responses Perceived Cost **AWS Glue** $$$$$ **IBM DataStage** $$$$$ Average Discount **AWS Glue** 13% **IBM DataStage** 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) **IBM DataStage** [ Customization (1) ](https://www.g2.com/products/ibm-datastage/reviews?filters%5Bsentiment_snippet%5D=2396073&qs=pros-and-cons#reviews)[ Data Pipelining (1) ](https://www.g2.com/products/ibm-datastage/reviews?filters%5Bsentiment_snippet%5D=2396069&qs=pros-and-cons#reviews)[ Complex Processes (1) ](https://www.g2.com/products/ibm-datastage/reviews?filters%5Bsentiment_snippet%5D=2396081&qs=pros-and-cons#reviews)[ Dependency Issues (1) ](https://www.g2.com/products/ibm-datastage/reviews?filters%5Bsentiment_snippet%5D=2396061&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) **IBM DataStage** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9a4e65d96ae8b79797b6d5f627ce1af8/autosys-workload-automation.jpg "Product Avatar Image") AutoSys Workload Automation ](https://www.g2.com/products/autosys-workload-automation/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_24bb2b0b5af8e7d875ea09d767bcb097/ibm-cognos-analytics.jpg "Product Avatar Image") IBM Cognos Analytics ](https://www.g2.com/products/ibm-cognos-analytics/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5015a6ccbbe12278ba4392c1c0d806be/ibm-db2.png "Product Avatar Image") IBM Db2 ](https://www.g2.com/products/ibm-db2/reviews)[ View all ](https://www.g2.com/products/ibm-datastage/integrations) Screenshots **AWS Glue** No screenshot available **IBM DataStage** ![IBM DataStage screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/88049/DataStage-Flow-Designer01.png) **Ratings** from reviews Meets Requirements **AWS Glue** 8.5 8.5158 **IBM DataStage** 8.5 8.549 Ease of Use **AWS Glue** 8.4 8.4161 **IBM DataStage** 7.9 7.951 Ease of Setup **AWS Glue** 8.6 8.677 **IBM DataStage** 7.3 7.331 Ease of Admin **AWS Glue** 8.3 8.368 **IBM DataStage** 7.1 7.130 Quality of Support **AWS Glue** 8.4 8.4156 **IBM DataStage** 7.7 7.750 Has the product been a good partner in doing business? **AWS Glue** 8.8 8.868 **IBM DataStage** 7.7 7.730 Product Direction (% positive) **AWS Glue** 9.0 9.0157 **IBM DataStage** 7.1 7.144 **Features** ratings from reviews ETL Tools 8.9 82 7.9 15 Data Virtualization 9.0 28 Not enough data Machine Learning Data Catalog 8.7 20 Not enough data Data Preparation 8.4 70 Not enough data Data Mapping Not enough data 8.5 17 Data Replication 9.1 22 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.) 9.7% Mid-Market(51-1000 emp.) 17.7% Enterprise(\> 1000 emp.) 72.6% Small-Business(50 or fewer emp.) 9.7% Mid-Market(51-1000 emp.) 17.7% Enterprise(\> 1000 emp.) 72.6% **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% [![IBM DataStage](https://images.g2crowd.com/uploads/product/hd_favicon/d5f47a126ea8e1be448ba629e8897652/ibm-datastage.svg "IBM DataStage")](https://www.g2.com/products/ibm-datastage/reviews) IBM DataStage Banking 21.0% Information Technology and Services 17.7% Financial Services 11.3% Computer Software 9.7% Retail 6.5% Other 33.9% 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) **IBM DataStage Alternatives** ![Pentaho Data Integration](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_99b6c3290adbb4f06b886ae6d4a91c45/pentaho-data-integration.png "Pentaho Data Integration") [ Pentaho Data Integration ](/products/pentaho-data-integration/reviews) ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory") [ Azure Data Factory ](/products/azure-data-factory/reviews) ![Apache NiFi](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_d126f094f8a50e553d82706d908d28c4/apache-nifi.jpg "Apache NiFi") [ Apache NiFi ](/products/apache-nifi/reviews) ![Ab Initio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b6ec9442f4b8b2bc54eebeb265353f5f/ab-initio.png "Ab Initio") [ Ab Initio ](/products/ab-initio/reviews) ## AWS Glue vs IBM DataStage FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between AWS Glue vs IBM DataStage? AWS Glue stands out for its serverless architecture and ease of setup, while IBM DataStage is recognized for its high-performance parallel processing and enterprise-grade reliability. | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) | | --- | --- | | 4.3/5 (202 reviews) | 4.0/5 (73 reviews) | | Enterprise | Enterprise | | 8.6 | 7.3 | | 8.3 | 7.7 | | Ease of Use (6 all-time mentions) | High-Performance Parallel Processing | ### How do the pricing models of AWS Glue and IBM DataStage compare? AWS Glue is rated higher for value, with a stronger Price/Cost satisfaction score than IBM DataStage. - **AWS Glue:** In recent reviews, many highlight its cost-effectiveness and pay-for-usage model, though some caution about monitoring costs for large workloads. - **IBM DataStage:** Reviewers consistently cite high cost and complex licensing as significant trade-offs, especially for small-to-medium businesses. - **Switching reasons:** Reviewers mention moving away from IBM DataStage due to its prohibitive cost and vendor lock-in. ### What are the best alternatives to AWS Glue and IBM DataStage? The top three alternatives to AWS Glue and IBM DataStage are Pentaho Data Integration, Alteryx, and Fivetran. | Product | G2 Rating (reviews) | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | | [AWS Glue](https://www.g2.com/products/aws-glue/reviews) | 4.3/5 (202 reviews) | Cost-effective, pay-for-usage | Ease of Use (6 all-time mentions) | | [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) | 4.0/5 (73 reviews) | High cost, complex licensing | High-Performance Parallel Processing | | [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) | 4.3/5 (17 reviews) | — | — | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | — | — | | [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828 reviews) | — | — | ### Which ETL Tools features should I prioritize when comparing AWS Glue and IBM DataStage? Buyers should prioritize Ease of Setup, Quality of Support, Integration Capabilities, Transformation Features, and Cost Satisfaction when comparing AWS Glue and IBM DataStage. - **Ease of Setup:** AWS Glue scores 8.6, IBM DataStage 7.3. - **Quality of Support:** AWS Glue scores 8.3, IBM DataStage 7.7. - **Integration Capabilities:** AWS Glue has 2 all-time mentions for Easy Integrations; IBM DataStage is cited for wide connectivity in recent reviews. - **Transformation Features:** Transformation is the most frequently mentioned feature across both products. - **Cost Satisfaction:** AWS Glue is frequently cited as cost-effective, while IBM DataStage is noted for high cost and complex licensing. ### What are the pros and cons of AWS Glue vs IBM DataStage? AWS Glue's headline strength is its serverless, easy-to-use ETL automation, while IBM DataStage excels in high-performance parallel processing and enterprise reliability. - **AWS Glue strengths:** Serverless architecture, ease of use (6 all-time mentions), strong data integration, automated schema discovery, and cost-effectiveness. - **AWS Glue trade-offs:** Reviewers note slow performance (3 all-time mentions), debugging difficulty (2 all-time mentions), and a learning curve for beginners. - **IBM DataStage strengths:** High-performance parallel processing, robust data governance, wide connectivity, and enterprise-grade reliability. - **IBM DataStage trade-offs:** High cost and complex licensing (frequent recent mentions), steep learning curve, and less agility for real-time or cloud-native use cases. ### Is AWS Glue or IBM DataStage better for small businesses? AWS Glue is the better fit for small businesses, as IBM DataStage is primarily used by enterprise reviewers and is frequently cited as cost-prohibitive for smaller organizations. - **AWS Glue:** Largest segment is Enterprise, but reviewers highlight its cost-effectiveness and ease of use for smaller teams. - **IBM DataStage:** Largest segment is Enterprise, and reviewers consistently cite high cost and complex licensing as barriers for small-to-medium businesses. ### Which ETL Tools platform has better integrations? AWS Glue is favored for integrations, with reviewers citing its easy integration with Amazon Athena and other AWS services. - **AWS Glue:** Amazon Athena integration is mentioned in 5 all-time reviews, with additional recent mentions of S3, Redshift, and Lake Formation. - **IBM DataStage:** Reviewers cite wide connectivity and integration with various data sources, including Netezza and mainframes, in recent reviews. ### How do AWS Glue and IBM DataStage compare on customer support? AWS Glue and IBM DataStage are rated within 0.6 points on Quality of Support, with AWS Glue at 8.3 and IBM DataStage at 7.7, indicating near parity. - **AWS Glue:** Reviewers frequently describe support as helpful and responsive, with several citing satisfaction with AWS support teams. - **IBM DataStage:** Support is described as good or excellent in recent reviews, though some note challenges accessing documentation and support resources. ### Which is easier to implement, AWS Glue or IBM DataStage? AWS Glue leads on Ease of Setup with a 1.3-point advantage over IBM DataStage (8.6 vs 7.3), making it easier to implement according to reviewers. - **AWS Glue:** Reviewers consistently highlight easy setup, quick implementation, and minimal infrastructure management. - **IBM DataStage:** Reviewers note a steeper learning curve and more complex initial setup, especially for new users. ### Which product has better Transformation? AWS Glue and IBM DataStage are both strong on Transformation, with reviewers citing robust transformation capabilities for each. - **AWS Glue:** Transformation is a frequently mentioned feature, with reviewers highlighting automated schema discovery and PySpark-based transformations. - **IBM DataStage:** Transformation is a core strength, with reviewers citing high-performance parallel processing and a wide variety of transformation stages. ## AWS Glue vs IBM DataStage When assessing the two solutions, reviewers found AWS Glue easier to use, set up, and administer. Reviewers also preferred doing business with AWS Glue overall. - AWS Glue and IBM DataStage both meet the requirements of our reviewers at a comparable rate. - When comparing quality of ongoing product support, reviewers felt that AWS Glue is the preferred option. - For feature updates and roadmaps, our reviewers preferred the direction of AWS Glue over IBM DataStage.