About the Services
Stitchdata
Stitch is a cloud-first data integration platform. It offers an ETL data pipeline service. The company started in 2016 and since then more than 3000 customers rely on them. In late 2018 they were acquired by Talend. So, Stitch is a Talend company, as seen on their website. But in May 2023, Qlik acquired Talend.
This tool has a simple visual interface to set up pipelines. Stitch works by extracting data on a defined schedule using the Singer-based engine. Then, using its Import API, Stitch saves your data in its internal data pipeline. After this, it performs some light automatic data transformations compatible with your destination. Finally, Stitch loads the transformed data to your destination.
Stitch encrypts the data at rest in its internal data pipeline and has a retention period. Customers’ data is safe as Stitch complies with security and privacy regulations. It has certificates for SOC 2, GDPR, and more, and availing of the Premium plan adds the HIPAA certification.
AWS Data Pipeline
AWS Data Pipeline is a cloud-based data integration service from Amazon. It works well with cloud and on-premise data sources. Amazon launched it in 2012. And since then, it helped thousands of customers move and process data.
But unlike AWS Glue, Data Pipeline is not serverless. It requires an Amazon EC2 instance to perform processing.
AWS Data Pipeline has a web interface to define your data processing workflows. And it requires no coding knowledge. In one place, you can schedule, automate, and track your data workflows. It’s more of a fill-in-the-blanks rather than drag-and-drop.
AWS Data Pipeline is like any other AWS service when it comes to security and privacy. It’s HIPAA eligible and has various certifications, including SOC 1 and PCI DSS. Rest assured that your data is in safe hands.
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. | ETL | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. |
| Skill level | No-code, Low-code solutions. | Low code, no-code solutions. Coding in various languages. | No-code wizard. Top-rated as one of the easiest ETL tools by G2. |
| Sources | 140+ | JDBC-compatible connectors and Amazon ecosystem connectors. | 180+ |
| Destinations | Supported data sources, including databases, data warehouses, data lakes. | Supported data sources. | Supported data sources, including databases, data warehouses, cloud apps and flat files. |
| Database replication | Full table; incremental via SELECT/replication key, timestamp, change data capture. | Full or incremental load. | Full table and incremental via change data capture. |
| Ability for customers to add new data sources | Yes, by using Singer, Import API, or Incoming Webhooks | Through AWS SDKs. | Ye s, by request or using REST API connector. |
| G2 customer satisfaction | 4.5 out of 5 67 Reviews | 4.1 out of 5 24 reviews | 4.8 out of 5 217 Reviews |
| Peer Insights satisfaction | 4.5 12 Ratings | 4.7 1 Ratings | 4.8 103 Ratings |
| Developer tools | Import API, Connect API. | AWS Data Pipeline CLI. AWS Management Console. | REST connector for data sources that have REST API. |
| Advanced ETL capabilities | Extend with Singer Open Source, Integrate with Talend Transformations. | AWS SDKs. Query API. | Visual ETL data pipeline designer with data orchestration capabilities. |
| Compliance and security certifications | SOC 2 Type II, HIPAA BAA, ISO/IEC 27001, GDPR, and CCPAR | SOC 1/2/3, HIPAA, GDPR ISO 27001, 27017, and 27018 PCI DSS | HIPAA, GDPR, PCI DSS. ISO 27001 and SOC 2 (by Azure). |
| Purchase process | Self-service or sales. Also available from the AWS store. | Use the free trial and talk to sales. | Self-service or sales. |
| Vendor lock-in | Annual or monthly billing. | Pay-as-you-go. No minimum contract term. | Monthly or annual contracts. |
| Pricing | Usage-based pricing wiith 14-day free trial. No free plan. | Based on frequencies of preconditions and activities. With 12 months of free tier. | Volume-based and feature-based pricing. Freemium model allows to start with a free plan. |
Connectors
Stitchdata
Stitch supports 140+ connectors. With the Standard plan, you can only use one destination and ten standard sources. Buy a higher plan to have more destinations and unlimited sources.
Because Stitch uses the Singer engine to extract data, you can use it to create new connectors. This is useful if your data source is not among the 140+ supported sources. Alternatively, you can use the Import API and incoming Webhooks if you don’t want to create new connectors. Stitch recommends using Singer for the new connectors, but you need Python coding skills.
AWS Data Pipeline
AWS Data Pipeline has data connectors for AWS RDS, JDBC data sources, and more. These let you connect to various data sources. Be it databases, cloud platforms, and storage systems. Some of the most popular ones include Amazon S3, Amazon RDS, and Amazon Redshift.
AWS Data Pipeline allows you to connect to other data sources using AWS SDKs. This allows you to connect to any data source with an API or a JDBC driver. With this, you can use Java, .NET, and others.
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
Stitchdata
Inside Stitch, you can’t create your user-defined transformations. Only automatic transformations happen within Stitch, and these are for making sure data types are compatible with the source and target.
However, you can use Talend’s transformation solutions to define your transformations. With this, you can aggregate, filter, join, and more.
AWS Data Pipeline
AWS Data Pipeline supports various types of transformations like filtering, aggregation, and normalization. You can use a simple drag-and-drop interface to perform transformations. Or write your transformations using a programming language like Python or Java. For even more complex transformations, you can also use Hive, Pig, and MapReduce.
Scheduling data transformation activities is easy with AWS Data Pipeline. And you can also check it in real-time using the AWS Management Console or through API calls. With AWS Data Pipeline, customers have complete control over their data transformation process.
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
Stitchdata
The type of support you get from Stitch depends on your chosen pricing plan. You have global support using chat and support portal for the Standard plan. You can also reach them within regional business hours.
With the Advanced plan, you get Gold global support. And with the Premium plan, you get Platinum. These support plans also include a Global Customer Success Manager.
Customers of any plan have access to technical documentation, community, and other resources.
Note that some users from review sites report that customer support needs improvement.
AWS Data Pipeline
AWS Data Pipeline provides various levels of customer support. You can access documentation available on the AWS website. You can also submit tickets through the AWS Support Center. Or engage with the AWS community for guidance and support.
There are 4 plans for premium support: Developer, Business, Enterprise, and Enterprise Plus. The plans differ in the level of support and the services included. It can be any or all of the following:
• 24/7 access to AWS support engineers,
• personalized support,
• and guidance for architecture and best practices.
AWS also provides a Service Level Agreement (SLA) for different response times.
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
Stitchdata
Stitch offers 3 pricing plans: Standard, Advanced, and Premium. Each plan differs in the number of pipeline sources and destinations. Support level, security, and more improve as you go to higher plans.
The Standard Plan starts at $100 for 5 million rows per month. The pricing page has a slider to increase the number of rows and you can see the price as you slide the number of rows higher. Billing is either monthly or annual. With this plan, you can only have 1 destination and 10 standard sources, 5 users, SOC 2 compliance, and more. But you don’t have API access.
The number of destinations and sources increases with the Advanced and Premium plans. Both have annual billings. And you can also get better support, security, and more processed rows per month.
Some reviewers feel the starting price is a bit pricey for small companies.
AWS Data Pipeline
AWS Data Pipeline offers a pay-as-you-go pricing model. The frequency of pipeline runs forms the basis of the model. Low-frequency runs are pipelines that run less than once a day. Rates are lower than high-frequency runs, which are pipelines that run once a day or more.
AWS Data Pipeline also offers a Free Trial. This includes 3 low-frequency preconditions and 5 low-frequency activities per month. This is free for 12 months. The Free Trial includes access to all AWS features. So, customers can test out the service and see if it meets their needs.
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.