In modern reality, the data friendship between different systems is like fresh air that lets any business breathe. Of course, every successful company uses data integration for analysis, more effective decision-making, and qualified data management.
But let’s review in numbers why the miracle is unavoidable using the examples of the popular data market sources’ predictions:
- Fortune Business: the market will grow to USD 29.16 billion by 2029 compared to USD 11.94 billion in 2022, with a CAGR of about 13.6%.
- Markets & Markets: the market growth prediction is from USD 11.6 billion in 2021 to USD 19.6 billion by 2026.
- Market Research: the data integration market reaching prediction is about USD 24.3 Billion by 2028, growing at a CAGR of 12.8% from 2021 to 2028 compared with USD 9.26 Billion in 2020.
- Research and Markets: expects the data market to grow to $22.1 billion by 2027, rising at a market growth of 10.4% CAGR.
Impressive, isn’t it? So, now let’s see what data integration systems can help your business jump into these successful statistics. Why not start with AWS Glue?
Table of Contents
Meet AWS Glue
AWS Glue is a serverless data integration service offered by Amazon Web Services that simplifies discovering, preparing, moving, and integrating data from multiple sources for analytics, ML, and other apps. AWS Glue makes ETL processes more efficient and cost-effective by automating many steps. With AWS Glue, you can easily create and manage ETL jobs and build and maintain data catalogs.
Advantages of AWS Glue
The first step is to understand why you need this platform. In other words, what pains it solves and what you’re ready to pay for:
- The solution provides an easy-to-run serverless cost-effective environment.
- Integrating with AWS services like Amazon Aurora, Amazon RDS engines, Amazon Redshift, Amazon S3, and 70+ other data sources provides perfect data management.
- The AWS Glue’s data catalog metadata storage can request and transfer data efficiently.
- The monitoring of job running allows workload review and cost analysis.
What about AWS Glue imperfections?
- Built-in connectors limitations: The local built-in connectors may not support some data storages you need, but you can use the AWS Glue Studio to access the ones not natively supported here.
- The semi-structured data handling: The data infer schemas for this type may sometimes cause data processing errors because the crawlers’ technology isn’t always accurate for this data type.
- Job scheduling and dependency management pitfalls: The scheduling here isn’t so flexible, especially for complex ETL workflows. The solution handles the inter-job dependencies, retrieves jobs failing, and filters incorrect data. Another job scheduling and dependency trouble comes when using AWS Glue with Amazon S3 and IAM services. So, be careful while planning the data integration and testing the workflow.
AWS Glue widespread use cases
- The system helps to simplify the ETL pipeline development so that you may discover, prepare, and integrate data from multiple sources.
- Data warehousing and analytics. AWS Glue is helpful in data extraction, transformation, and loading for further analytics, ML, or other apps.
- Data lakes creation and management. The platform might be perfect in this area, allowing data discovery, preparation, and integration from a set of sources. It’s a popular solution for ETL and data streaming.
Skyvia – Leader Among AWS Glue Alternatives
We usually search for simplicity and cost-effectivity while considering our business needs. So, let’s review Skyvia as the solution covering both challenges. What can Skyvia offer you compared to AWS Glue?
- At first, the data processing is more flexible (data ingestion, data sync, workflow automation, etc.).
- Skyvia is a no-code, easy-to-use, and cost-effective tool.
- The vast set of sources and destinations to select.
- The competitive pricing, including the freemium model, if compared to AWS Glue (remember the hourly rate for crawlers and ETL jobs here).
- The platform’s effectiveness and reliability: according to the FeaturedCustomers Spring 2022 Customer Success Report Ranking and G2 customer satisfaction (4.7 out of 5), Skyvia became one of the top performers in data integration compared to similar functionality tools.
Skyvia’s benefits
- The main advantage of the Skyvia platform is its simplicity. You can set the data transfer in a few minutes, and there’s no need for any additional tools or learning.
- Security and compliance with the industry standards features:
- AES 256-bit encryption.
- SSL encryption for data transfer.
- GDPR, HIPAA, and PCI DSS standards.
- Another benefit is the scheduled data backup ability. You’ll have access to the data even in loss or system failure. With Skyvia, you can search, view, export, and restore backed-up data in a few clicks, not wasting time and resources.
More AWS Glue Alternatives
Though Skyvia is simple to use to save you time and money, and is secured as much as possible. However, let’s compare it and AWS Glue with other data integration market players.
We’d recommend you pay attention to the following ones:
Matillion
G2 customer satisfaction
4.3 out of 5, based on 38 reviews.
Key features
Matillion offers you robust data integration ability with a user-friendly interface. It’s a cloud-based ETL solution that simplifies data extraction, transformation, and BI. Along with 140+ connectors, it enables connector creation for any REST API source. BTW, remember that Skyvia focuses on cloud-to-cloud integration, and AWS Glue is limited to AWS.
The areas to work with
- The data warehousing and ETL.
- Cloud-based data integration.
| Parameter | AWS Glue | Skyvia | Matillion |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. | Data ingestion, data transformation, and business intelligence. |
| Skill level | Low-code, no-code solutions or, coding in Python or Scala on complex scenarios. | No-code and easy to use wizard. | Requires technical background for ETL, no code wizard for Data Loader. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL data pipeline designer with data orchestration capabilities. | No. |
| Pricing | Pay-as-you-go. No minimum contract term. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. | Consumption-based pricing. |
Integrate.io
G2 customer satisfaction
4.3 out of 5, based on 187 reviews.
Key features
Compared to other platforms, Integrate.io is simple and user-friendly enough to handle data from Amazon Vendor, Seller, and Instagram solutions. It supports semi-structured and structured data ETL but isn’t so intuitive. Compared with Skyvia, there are fewer connectors (just 150+), and there’s no free pricing plan.
The areas to work with
- E-commerce and online marketplace.
- Supply chain and logistics.
- CRM and marketing automation.
| Parameter | AWS Glue | Skyvia | Integrate.io |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. | ETL, ELT, and Reverse ETL. |
| Skill level | No-code and easy-to-use wizard. | No-code and easy to use wizard. | Low-code, no-code solutions. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL data pipeline designer with data orchestration capabilities. | Advanced database API features for Enterprise plans. |
| Pricing | Pay-as-you-go. No minimum contract term. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. | ETL/Reverse ETL: Starts at $15,000/year. ELT/CDC: Starts at $199/month. 14-day free trial. |
Stitch
G2 customer satisfaction
4.5 out of 5, based on 67 reviews.
Key features
Stitch is the user-friendly data ingestion ELT platform supporting about 130+ connectors and real-time data replication. With a wide range of connectors and a focus on efficiency, businesses can easily consolidate and analyze their data for valuable insights. However, Skyvia is more flexible in data management (ELT, ETL & reverse) and there’s a free pricing plan.
The areas to work with
- The fashion industry.
- Home decor and design.
- The automotive and aeronautical industries.
| Parameter | AWS Glue | Skyvia | Stitch |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. | Data ingestion, ELT. |
| Skill level | No-code and easy-to-use wizard. | Volume-based pricing with newly added or edited rows. | No coding required. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL data pipeline designer with data orchestration capabilities. | No. |
| Pricing | Pay-as-you-go. No minimum contract term. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. | Volume-based pricing with new added or edited rows. |
Boomi
G2 customer satisfaction
4.3 out of 5, based on 249 reviews.
Key features
Boomi is a low-code ETL solution supporting 90+ connectors. It can map, transform and validate the data, monitor, and report the pic in real-time. The service has an easy graphical user interface, and users have positive feedback about it. It’s good enough, but if compared with Skyvia, not so robust, according to the sources. So, if you need more, take it in mind.
The areas to work with
- The AtomSphere apps connect.
- API design and management.
- Workflow Automation.
| Parameter | AWS Glue | Skyvia | Boomi |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. | Data integration, ETL, workflow automation. |
| Skill level | No-code and easy-to-use wizard. | No-code and easy-to-use wizard. | Low-code solution. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL data pipeline designer with data orchestration capabilities. | The Boomi Integration visual design interface for process creation. |
| Pricing | Pay-as-you-go. No minimum contract term. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. | Pricing depends on the number of used connectors, workflow, environments, etc. With a 30-day free trial. |
Azure Data Factory
G2 customer satisfaction
4.5 out of 5, based on 62 reviews.
Key features
Azure Data Factory is a cloud-based ETL, ELT, and reverse solution with a user-friendly interface, but its major difference from other tools is in scalability and pricing. It uses 90+ connectors that cover on-premises and cloud-based data. We also should mention that being a Microsoft product, Azure Data Factory takes customer data privacy and security very seriously.
The areas to work with
- Manufacturing (data integration and transformation).
- Retail (data orchestration and workflow automation).
- Banking and finance (analytics and reporting).
| Parameter | AWS Glue | Skyvia | Azure Data Factory |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. | ETL, ELT, Reverse ETL, streaming. |
| Skill level | Low-code, no-code solutions or, coding in Python or Scala on complex scenarios. | No-code and easy-to-use wizard. | Low-code, no-code solutions. Coding in various languages for complex scenarios. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL data pipeline designer with data orchestration capabilities. | Importing SSIS packages. Calling External processes from the pipeline. Use Hadoop Streaming. |
| Pricing | Pay-as-you-go. No minimum contract term. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. | Always Free for 5 low-frequency jobs. Included in Azure Free Trial with $200 credit for 30 days. |
