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.
But 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.
Table of Contents
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.
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, 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.
Matillion 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.
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.
Why Integrate.io is the Best AWS Glue Alternative
Integrate.io stands out as the top AWS Glue alternative among these options, 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.