About the Services
AWS Glue
AWS Glue is a serverless data integration tool from Amazon. It helps you extract data from other cloud services offered by Amazon Web Services (AWS). Then, incorporate it into data lakes and data warehouses. It offers a cost-efficient way to process data for good use in analytics and machine learning. AWS Glue provides a performance-optimized infrastructure for running Apache Spark for data integration. It supports batch and stream processing. And it speeds up data ingestion, processing, and integration.
AWS Glue covers various data integration scenarios. This includes ETL, ELT, reverse ETL, data ingestion, and replication.
AWS Glue encrypts all customer data at rest using industry-standard encryption algorithms. AWS Glue also provides customers with fine-grained access control over their metadata. It is compliant with various security standards such as SOC 1/2/3, PCI DSS Level 1, and HIPAA Eligible Service.
Supermetrics
Supermetrics is a tool for delivering sales and marketing data into reporting tools. It was launched in 2013 and now serves more than 17,000 customers, according to its website.
Supermetrics is a web-based ETL tool that lets you connect to 120+ sources and 16 destinations. It is a simple fill-in-the-blanks form and easy-to-use query tool without coding focused on marketers. So if you're tech-savvy and find the tool doesn't fit your needs, keep in mind that it just wasn't designed for data professionals and developers. Note that if you sign-up for at least one year, you can't opt out and get a refund as a general policy. Use the 14-day trial to test it first.
Supermetrics has the ETL tool components. You can set your data source and destination, and you can define transformations through the Supermetrics API. It’s the most technical thing you can have with this tool. But most of the users admire its easy integration into Google Sheets and Excel.
Supermetrics has SOC 2 Type II, GDPR, and CCPA certifications. These ensure your data is safe until it reaches the destination.
Skyvia
Skyvia is a no-code cloud data integration platform for many data integration scenarios. It’s an all-rounder tool for ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, and more. Devart launched this fantastic product in 2014 for cloud data integration and backup.
Skyvia offers more than 180 ready-made data connectors. These are available for thousands of free users, including 2000+ paid customers. Big names like Hyundai and General Electric trust Skyvia to process their data. Its easy-to-use, drag-and-drop interface suits both IT professionals and business users. And don’t take our word for it. Listen to G2 reviewers about how easy it is to start and work with it. Data integration experts who used other tools can adapt with little to no help from support.
Skyvia has flexible pricing plans perfect for small startups and large enterprises. So, it makes it applicable to businesses of all sizes. Also, Skyvia’s freemium model allows users to start using it now and then decide if they need to upgrade later.
The safety of your data is also our prime concern. So, we hosted it in Microsoft Azure cloud, providing the best data security and privacy. It complies with a wide set of security standards, including SOC 2, ISO 27001, and many others.
 |  |  | |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | ETL | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. |
| Skill level | Low-code, no-code solutions Or, coding in Python or Scala on complex scenarios. | No-code solutions. Liquid template language for transformations. | No-code wizard. Top-rated as one of the easiest ETL tools by G2. |
| Sources | JDBC-compatible connectors and Amazon ecosystem connectors. | 120+ | 180+ |
| Destinations | Supported data sources. | 16 | Supported data sources, including databases, data warehouses, cloud apps and flat files. |
| Database replication | Full and incremental load. | Full or incremental load. | Full table and incremental via change data capture. |
| Ability for customers to add new data sources | API for creating custom connectors. | By request. | Ye s, by request or using REST API connector. |
| G2 customer satisfaction | 4.2 out of 5 94 reviews | 4.4 out of 5 596 reviews | 4.8 out of 5 217 Reviews |
| Peer Insights satisfaction | 4.2 173 Ratings | 4 out of 5 2 reviews | 4.8 103 Ratings |
| Developer tools | AWS Glue Studio, Console, CLI, and API. | Supermetrics Hub and API. | REST connector for data sources that have REST API. |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Supermetrics API. | Visual ETL data pipeline designer with data orchestration capabilities. |
| Compliance and security certifications | SOC 1/2/3, HIPAA, GDPR, ISO 27001, 27017, and 27018, PCI DSS. | SOC 2 Type 2, GDPR, CCPA. | HIPAA, GDPR, PCI DSS. ISO 27001 and SOC 2 (by Azure). |
| Purchase process | Use the free trial or talk to sales. | Use the 14-day free trial and talk to sales. | Self-service or sales. |
| Vendor lock-in | Pay-as-you-go. No minimum contract term. | Annual contracts. | Monthly or annual contracts. |
| Pricing | Pay-as-you-go. No minimum contract term. | Fixed-fee pricing depending on destination. Contact sales for more information. With a 14-day free trial. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. |
Connectors
AWS Glue
AWS Glue supports the following connection types:
• JDBC-compatible data sources,
• Amazon Relational Database Service (Amazon RDS),
• Amazon Redshift,
• Amazon DocumentDB,
• Kafka,
• MongoDB,
• MongoDB Atlas.
But there’s no mention of the latest number of data connectors available for AWS Glue.
AWS Glue provides an API for creating custom connectors. With this, you can connect to data sources unknown to AWS Glue.
Supermetrics
Supermetrics allows you to connect to 120+ connectors. The apps list includes sales and marketing platforms, data warehouses, and data lakes. There are only 16 destinations supported. Some popular sources are Google Ads, Facebook Ads, and Google Analytics. Popular destinations are Google Sheets, Looker Studio, and BigQuery.
Note that the pricing depends on the destination. For example, you need to load your data to Excel and then to Snowflake. Each has separate pricing. The pricing plan for each destination limits the number of sources you can connect to. So, you better plan your destination to avoid paying more. For example, instead of loading data to Power BI and Snowflake, use Snowflake only. You can connect any reporting or visualization tool to Snowflake.
If you can't find the needed data source in their list, you can request it. Or you can check their connector roadmap first and see if the missing data source is already under development.
Skyvia
Skyvia offers more than 180 connectors, and more to come very soon. It supports connectors for CRMs, accounting, email marketing, e-commerce, human resources, marketing automation, payment processing, product management, all major databases and DWH, flat files, and more. It’s also not a problem whether your data is on-premise or in the cloud.
You can access your on-premise data with peace of mind using the Skyvia Agent. It allows you to connect to databases like SQL Server, MySQL, and more using an encrypted connection. You need to download the Skyvia Agent and install it. Then, download a secured key file and place it in the same folder as the Agent. The Agent is like an unbreakable metal door, and you use the key file to open that door to your on-premise data. You can also set it up so that Skyvia can access only the resources you specify and nothing else.
Customers can also leave a request for a new data connector. And Skyvia will prioritize building it without additional payment.
Transformation
AWS Glue
AWS Glue can generate ETL code to transform source data into target schemas. Its graphical user interface (GUI) supports various types of transformations. These include handling missing values, filtering, mapping, aggregating, pivoting, and more.
If you prefer to code your transformations, AWS Glue supports Python and Scala.
Supermetrics
Supermetrics allow you to convert, pivot, sort, and do other transformations. You can do this using Liquid Filters, an open-source template language from Shopify via the Supermetrics API.
Supermetrics provides the data in a denormalized form. It means that combining data doesn’t need relating different tables. Since this tool is for marketers, joining related tables will only confuse them. Supermetrics provide these denormalized data through standard schemas. So, common metrics and data dimensions are ready for use in reports. Users familiar with relatinal data can use custom schemas as well.
Transformations using Liquid will require technical skills. So business users can do transformations in the target reporting platform, like Google Sheets, Excel, or Power BI.
Skyvia
Skyvia is a full-featured ETL service that allows powerful data transformations. It is a no-code solution allowing data splitting, conversion, lookups, and many more.
You can use the Skyvia Data Flow and Control Flow for advanced data pipelines. Transformations for these advanced pipelines are flexible. It supports extending your data with new columns, conditional flows, and summarized values. And all these you can do with parameters, variables, and more for flexibility without code.
Moreover, Skyvia has an Expression Builder to build formulas with many functions. With this, you can convert or extract parts of the data or form new values to suit your needs. And if you love coding in SQL, Skyvia can further extend your transformation needs. It supports multiple joins, groupings, CASE expressions, and more in SELECT queries. And you can also use DML commands like INSERT, UPDATE, and DELETE.
Support
AWS Glue
AWS Glue provides different levels of support for its customers. These include Basic, Developer, Business, and Enterprise.
Basic support is free. And this includes access to AWS Trusted Advisor and AWS Personal Health Dashboard.
Developer support includes all Basic support features, then add a 12-hour response time resolution of cases.
Business support includes all Developer support features, plus 1-hour response time for cases and Infrastructure Event Management.
Enterprise support includes all Business support features, plus a dedicated Technical Account Manager (TAM) and Infrastructure Event Management with customizations.
You can reach AWS Glue customer support by creating a case in the AWS Support Center. AWS Glue provides an SLA of 99.9% availability for its service. If you need premium support, you can avail yourself of AWS Premium Support.
Supermetrics
Supermetrics provides resources for creating ETL pipelines and reports. There are videos, technical documentation, etc. Supermetrics also provides customer onboarding. If this is not enough, you can send a support ticket.
Customer support is a mixed bag in review sites such as G2. Some report good response times, others - longer times. Most of the complaints pertain to bugs mainly resolved by the Supermetrics team.
Skyvia
Skyvia offers free email, chat (on the website or in-app), and forum support for all customers. It also provides extensive documentation with lots of tutorials and user guides.
For paid customers, Skyvia offers a prioritized support including additional support options for Enterprise customers.
Pricing
AWS Glue
AWS Glue pricing depends on the number of Data Processing Units (DPUs) used per hour. DPUs are a measure of processing power and memory capacity. AWS Glue charges $0.44 per DPU hour. This means you pay only for what you use with no upfront costs or commitments.
AWS Glue also has Always Free AWS Glue 1 Million. It includes 1 million objects stored in the AWS Glue Data Catalog and 1 million requests/month.
Supermetrics
Supermetrics have fixed-fee pricing depending on the destination of your pipeline. There’s separate pricing for each of the 16 destinations. So, if you need two destinations, you have to pay separately for each. Each destination pricing plan depends on the number of data sources and users. It also depends on how frequently your ETL pipeline runs. So, if you need to have hourly runs for Google Sheets, you need to avail yourself of the Enterprise plan. Data sources beyond your pricing plan require extra payment.
You can avail of the 14-day free trial limited by 100 queries per day per data source. Some users in review sites consider Supermetrics as pricey for its supported features.
Skyvia
Skyvia Data Integration is a freemium tool with an option to request a 14-day trial. So, price is not a barrier to entry.
And when you’re ready, paid plans start from $19 per month. Pricing tiers depend on a few factors. It includes the number of loaded records, scheduling frequency, and advanced ETL features. There are no sale commitments. And customers can upgrade or downgrade at any time. Check out a detailed comparison here.
If you doubt the price is worth it, check out review sites like G2. Aside from ease of use, reasonable pricing is one of the things Skyvia customers like. So, you can be sure the features you get are worth every penny.