Table of Contents

AWS Glue is a serverless Extract, Transform, Load (ETL) solution that helps organizations move data into enterprise-class data warehouses. It offers tight integration with other AWS services, which is attractive for organizations already heavily invested in this cloud ecosystem. However, AWS Glue comes with a high learning curve and limited functionality compared to other ETL options. If you need a replacement for AWS Glue, here are the top 5 AWS alternatives in this guide. 

We have seen what is AWS glue and AWS glue limitations in the previous blog. Now, let's compare the alternatives to AWS glue.

1. Integrate.io

Integrate.io is a powerful and flexible ETL platform that’s cloud-native, user-friendly, and supports many data sources, data warehouses, data lakes, and Salesforce integration. Your user experience starts with a visual interface that empowers everyone in your organization with accessible data pipeline building, thanks to a low-code interface and over 200 built-in connectors. When you have more complex data pipelines to work with, you can use the REST API connector to get the exact functionality you need. Integrate.io also has a heavy focus on security and data privacy, with its field-level encryption feature and compliance with many regulations, including GDPR. Compared to AWS Glue, Integrate.io is easier to use, offers excellent and highly specialized customer support, and allows you to quickly set up your data flows.

2. Stitch

Stitch is an Extract, Load, Transform platform, which loads data into data warehouses without transforming it ahead of time. The typical use case for this ELT solution is data replication, but it has limited usability outside of this. Your data transformations depend entirely on the data warehouse’s capabilities, and you can’t exclude data from being loaded. You can end up with sensitive data being incorporated into the data warehouse or poor-quality data that should be cleansed. Stitch has many built-in connectors along with an open-source API for adding more, which makes it an AWS glue open source alternative. But you’re limited to a data warehouse as the destination, and the platform struggles with larger data volumes. Compared to AWS Glue, Stitch provides a highly focused solution for the data replication use case.

3. Matillion

Matillion is one of the AWS glue alternatives that provides a cloud-native platform that focuses on ELT operations, and it also has data analytics services. It’s designed to support many data warehouses, including Snowflake and BigQuery, and offers automatic scaling in clustered environments. You have low and no-code options for building data pipelines, although it does take time to get up to speed with this ELT platform. Because it’s an ELT platform, all of your data transformations have to occur within the data warehouse itself. You can load data quickly, but you’ll need to contend with data privacy concerns and data quality issues. The pricing can vary significantly, as you’re charged by how many users are on the platform and how many saved projects you’re working with. Since you're looking for an AWS Glue alternative, Matillion offers a less taxing learning curve and includes data analytics.

4. Mulesoft

Mulesoft is an all-in-one data integration platform offered by Salesforce. When you want to work with a single solution for most or all of your integration use cases, you can leverage this AWS Glue alternative for API gateways, ETL operations, Enterprise Service Bus, and more. Mulesoft is targeted towards large enterprises with a variety of data integration needs, but these capabilities come at a price that may exceed small and medium-sized business budgets. You also need significant technical resources on-hand to get the most out of this data integration platform, along with needing an infrastructure that uses a desktop IDE. Mulesoft will be overkill for many organizations, and more focused solutions will work better overall. 

5. Dell Boomi

Dell Boomi is an iPaaS solution that offers simple ETL functionality, along with API management. It has a heavy focus on connecting applications and microservices together, with the ETL features making up a smaller portion of this service. If you’re focused specifically on the ETL side of the platform, it works best with simple, low-volume data transfers rather than large-scale use cases. Pre-built connectors streamline the data pipeline building process, but you’ll have difficulty setting up complex data flows in this solution. The pricing model is challenging to figure out, so it may be difficult to determine your total cost of ownership. You also have to pay for many features that come as a standard option in other AWS Glue alternatives, such as phone-based customer support or specific connectors.

Criteria Connectors Supported Services Offered Performance Scalability Ease of Use Data Transformation Capabilities Cost Security and Compliance Support and Community Monitoring and Alerts G2 Rating
Integrate.io 200+ ELT, ETL, reverse ETL, API management Latency: 60-second CDC replication, Error handling: Yes, Parallel processing: Yes, Throughput: High Multi-cloud, multi-region, auto-scaling clusters Low code, very gentle learning curve 220+ no-code transformations Monthly credit-based, pricing based on data volume and usage, number of successful ETL jobs SOC 2, HIPAA, CCPA, and GDPR compliant, encryption at rest and in transit, field-level encryption, data masking, hashing, role based access control 24x7 support through email, chat, phone, and Zoom, tailored onboarding, extensive documentation Comprehensive monitoring and alerting capabilities, notifications via email and Slack 4.3
AWS Glue 70+ ETL, data cataloging, schema discovery Latency: Near real-time, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable with AWS infrastructure, auto-scaling available Moderate, AWS ecosystem knowledge required Support for complex transformations, PySpark Pay-as-you-go, pricing based on usage, number of data processing units used SOC 1, SOC 2, ISO 27001, HIPAA, and PCI DSS compliant, encryption at rest and in transit AWS support plans, extensive documentation) Integrated with CloudWatch for monitoring and alerts, supports notifications via email and SNS 4.2
Stitch 130+ ELT Latency: Near real-time, Error handling: Yes, Parallel processing: No, Throughput: High Scales with volume of data Very easy to use, minimal setup required Basic transformations, transformation scripts in Python Simple pricing, based on volume of data, number of destinations SOC 2 Type II certified, data encryption, secure data transfers Email support, community forums, limited Slack community Limited monitoring capabilities, basic alerting 4.4
Matillion 70+ ETL, ELT, data integration Latency: Batch processing, Error handling: Yes, Parallel processing: Yes, Throughput: High Scales with cloud infrastructure User-friendly, intuitive UI, low code Extensive transformation capabilities Subscription-based, tiered pricing, based on usage SOC 2 Type II, GDPR compliant, encryption, role-based access control 24x7 support, training, community forums, Slack community Comprehensive monitoring, alerts through email and Slack 4.4
Mulesoft 200+ API integration, ETL, data integration Latency: Low latency, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable, designed for large enterprises Complex, requires training Advanced data transformation, support for various protocols Subscription-based, enterprise pricing, based on number of integrations and transactions SOC 2 Type II, ISO 27001, GDPR compliant, encryption, access control 24x7 support, training programs, community forums, Slack community Extensive monitoring capabilities, alerts via email, Slack, and other channels 4.5
Dell Boomi 200+ ETL, ELT, API management, data integration Latency: Real-time, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable, designed for large enterprises User-friendly, drag-and-drop interface Comprehensive data transformation capabilities Subscription-based, tiered pricing, based on number of integrations and transactions SOC 2 Type II, GDPR, HIPAA compliant, encryption 24x7 support, Slack community Robust monitoring and alerting capabilities, notifications via email, Slack, and other channels 4.3
Fivetran 150+ ELT Latency: Near real-time, Error handling: Yes, Parallel processing: No, Throughput: High Highly scalable Very easy to use, minimal setup required Basic transformations Subscription-based, pricing based on the number of connectors and data volume SOC 2 Type II certified, data encryption 24x7 support Basic monitoring and alerting 4.2
Hevo Data 150+ ETL, ELT Latency: Near real-time, Error handling: Yes, Parallel processing: Yes, Throughput: High Scales with data volume User-friendly, intuitive UI Comprehensive transformation capabilities Subscription-based, pricing based on data volume SOC 2 Type II certified, data encryption, GDPR compliant, basic level role based access control 24x7 support, Slack community Comprehensive monitoring and alerting capabilities 4.3
Rivery 120+ ELT, reverse ETL Latency: Near real-time, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable User-friendly, low code Extensive transformation capabilities Subscription-based, pricing based on data volume and usage SOC 2 Type II certified, data encryption 24x7 support, community forums, Slack community Comprehensive monitoring and alerting capabilities 4.7
Talend 900+ ETL, ELT, data integration, data quality Latency: Batch processing, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable Complex, requires training Advanced transformation capabilities Subscription-based, tiered pricing SOC 2 Type II, ISO 27001, GDPR compliant 24x7 support, training and certification programs Comprehensive monitoring and alerting capabilities 4
Alteryx 80+ ETL, data integration, data preparation, analytics Latency: Batch processing, Error handling: Yes, Parallel processing: Yes, Throughput: High Scales with data volume User-friendly, intuitive UI Advanced transformation and analytics capabilities Subscription-based, pricing based on usage SOC 2 Type II certified, data encryption 24x7 support, training Comprehensive monitoring and alerting capabilities 4.6
Azure Data Factory 90+ ETL, data integration, data transformation Latency: Near real-time, Error handling: Yes, Parallel processing: Yes, Throughput: High Highly scalable with Azure infrastructure Moderate, Azure ecosystem knowledge required Extensive transformation capabilities Pay-as-you-go, pricing based on usage SOC 2, ISO 27001, HIPAA compliant 24x7 support, documentation Integrated with Azure Monitor for comprehensive monitoring and alerts 4.6
Skyvia 50+ ETL, data integration, backup Latency: Near real-time, Error handling: Yes, Parallel processing: No, Throughput: Moderate Scales with data volume Very easy to use, minimal setup required Basic transformation capabilities Subscription-based, pricing based on data volume and usage SOC 2 certified, data encryption 24x7 support Basic monitoring and alerting capabilities 4.8

Why Integrate.io is the Best AWS Glue Alternative

Integrate.io stands out as the top among the AWS Glue alternatives, thanks to its user-friendliness, stellar support, an ever-expanding set of innovative ETL features. Are you ready to have an ETL platform that gives you more flexibility, excellent cost-efficiency, and an exceedingly user-friendly data pipeline builder? Get started with Integrate.io’s 14-day demo today.