Due to the increasing demand for managing data for analytics and ETL jobs within the IT space, multiple data integration tools have emerged. These specific types of tools facilitate an organization with a smooth process of tasks like Data Transformation, Data Delivery Capabilities, and Metadata Management.AWS Glue is one solution that manages extract, transform, and load services to prepare and load data for analytics. This serverless platform supports Apache Spark-based companies and executes their ETL jobs. On top of that, it supports machine learning (ML), analytics, and application development by assisting with data discovery, preparation, migration, and integration from several sources.So, let’s get started!Potential Alternatives To AWS GlueSuppose you’re struggling with the limitations of AWS Glue like the limited set of built-in connectors and only compatibility with AWS. In that case, this section has covered some potential alternatives to AWS Glue which you can use to streamline your organization’s data replication or ETL jobs.So, here we go:1. Integrate.ioDue to its low code interface and over 200 built-in connectors, this platform features an empowering visual interface with accessible data pipeline building. It also can deal with more complex data pipelines through REST API Connector.With this powerful and flexible ETL platform, you will experience a cloud-native and user-friendly platform that supports many data sources, data lakes, data warehouses, and Salesforce integration. In addition to these powerful features, it also has robust security features and compliance with many regulations, including GDPR.Pricing: For ETL / Reverse ETL, its price starts at $15,000/year. The pricing for ELT/CDC starts at $199/month. Integrate.io also offers a 14-day free trial as well.Overall, Integrate.io helps you to set up your data flows more rapidly than AWS Glue and is easier to use. It also offers great and highly specialized customer service as well.2. SkyviaIt is often recognized as the most cost-effective solution with simplicity, thanks to its no-code and easy-to-use interface. It requires no additional tools or learning to set the data transfer. When compared to other functionality tools, Skyvia has emerged as one of the best in data integration, according to the FeaturedCustomers Spring 2022 Customer Success Report Ranking and G2 customer satisfaction (4.7 out of 5). This demonstrates Skyvia’s effectiveness and reliability.It features security and compliance like SSL encryption for data transfer, AES 256-bit encryption, GDPR, HIPAA, and PCI DSS standards.Pricing: Volume-based and feature-based pricing. Skyvia also has a freemium model that provides you with a free plan.Overall, Skyvia is more cost-effective and easier to use than AWS Glue, offering a no-code interface and a freemium model, while still providing robust security and compliance features, making it ideal for users seeking simplicity without sacrificing functionality.3. MatillionIt provides automated scaling in clustered systems and is built to support numerous data warehouses, such as Snowflake and BigQuery. This AWS glue alternative is a cloud-native platform with data analytics services and an emphasis on ELT operations.With Matillion, you get low and no-code options for building data pipelines. However, this ELT platform may take time to keep up with speed. As an ELT platform, Matillion ensures that all of your data transformations must take place inside the data warehouse. Although you can load data rapidly, you'll have to deal with challenges related to data quality and privacy.Pricing: The cost varies greatly depending on how many users are using the site and how many stored projects you are working on.When comparing Matillion and AWS Glue, Matillion offers a simpler setup and easier learning curve, with built-in analytics, while AWS Glue requires more technical configuration. Matillion’s ease of use makes it quicker to implement, ideal for teams prioritizing fast deployment.4. HevoWith the help of an automated data pipeline system called Hevo, you can easily load data from more than 150 sources into the location of your choice. Without the need for coding, it transforms data into a format that is suitable for analysis.Hevo is an excellent choice for streamlining data processes due to its fully automated, maintenance-free nature. It saves time and effort by allowing you to set up and forget, with its intuitive user interface simplifying the creation of data pipelines. Hevo supports over 150 ready-to-use integrations and more than 60 free sources, making scaling your data infrastructure as easy as flipping a switch. Plus, with its pre-load transformation capabilities, you can tailor your data before loading it, ensuring that it reaches its destination in the exact form you need.Pricing: Hevo offers subscription-based transparent pricing with no hidden cost. It also has a 14-day free trial option for checking if it’s the right fit for your organization.Important Points To Look For In An AWS Glue AlternativeConsidering these points is crucial when you are about to choose an alternative to AWS Glue:Traditional database query support: AWS Glue does not provide good support for standard database queries meant for relational databases. As a result, imagine a solution that supports typical database queries.Tool Friendliness: A strong grasp of Apache Spark is a prerequisite for teams using AWS Glue. For your ETL requirements, you should think about alternate choices if your technical staff lacks experience with Apache Spark.Real-Time Synchronization: Due to their time-consuming nature, full syncs are unable to provide real-time updates. Incremental syncs are necessary instead since they concentrate on extracting only the most recent changes. Incremental syncs from the data source are not feasible since all data is initially saved in S3 within AWS Glue. Other solutions must be investigated to accomplish real-time ETL processes.Compatibility: Only AWS-hosted services are compatible with AWS Glue. If sources within your company are not hosted on AWS, you may need to enlist the aid of an outside ETL solution.Built-In Connectors: Seek for an alternative that offers a big selection of pre-built connectors to handle all of your data sources, as AWS Glue has a restricted number of built-in connectors. Pricing Comparision with AWS GlueFeature/PlatformIntegrate.ioSkyviaMatillionHevoAWS GluePricing ModelSubscription-based, pricing tiers based on the number of connectors and data volume.Free plan available. Paid plans based on usage.Subscription-based, depends on edition and data rows processed.Free trial, then tiered based on events and data volume.Pay-as-you-go, based on Data Processing Unit (DPU) hours used.Starting Price$15,000/year for basic tier.Free for up to 1 GB data per month, then starts at $49/month.Starts at $1.25/credit, varying with data volume.Starts at $239/month for basic plan.$0.44 per DPU hour for ETL jobs.Free TierNo free tier.Yes, includes 1 GB of data per month.No free tier.Yes, with limits.Yes, free tier available for 1 million objects scanned and 1 DPU hour.Usage LimitsBased on data volume and number of connectors.Free tier limited to 1 GB data per month.Pricing based on number of rows and features.Events volume and data sync limit based on plan.Pay-as-you-go model based on processing hours.Best ForMid to large enterprises requiring high security and compliance.SMBs and individuals needing simple integrations.Data teams focused on complex cloud ETL.Small to medium businesses focusing on real-time sync.Enterprises with large-scale data workloads.Additional CostsPremium support, extra connectors.Additional storage and data volume over free tier.Additional features like automation and advanced scheduling.Higher event thresholds and custom setups.More DPU hours or storage, and extra features like Glue DataBrew.Wrapping UpTo remain competitive in this ever-evolving IT space, businesses need to embrace data integration tools which are also beneficial for performing ETL processes as well. With these aforementioned AWS Glue Alternatives, choose what best aligns with your business requirements.By carefully analyzing what important features you need to have on your AWS Glue alternative, you will be well-prepared to begin your data transformation journey!Read Morehttps://devopsden.io/article/godaddy-vs-cloudflareFollow us onhttps://www.linkedin.com/company/devopsden/
