Pentaho Data Integration (Kettle) vs. SQL Server Integration Services (SSIS) vs. Stitch
ETL software comparison
ETL software comparison
Most businesses have data stored in a variety of locations, from in-house databases to SaaS platforms. To get a full picture of their finances and operations, they pull data from all those sources into a data warehouse or data lake and run analytics against it. But they don't want to build and maintain their own data pipelines.
Fortunately, it’s not necessary to code everything in-house. Here's an comparison of two such tools, head to head.
Pentaho, a subsidiary of Hitachi Vantara, is an open source platform for data integration and analytics. The software comes in a free community edition and a subscription-based enterprise edition. It runs on-premises rather than as a SaaS application.
SSIS is a Microsoft tool for data integration tied to SQL Server.
Stitch Data Loader is a cloud-based platform for ETL — extract, transform, and load. More than 3,000 companies use Stitch to move billions of records every day from SaaS applications and databases into data warehouses and data lakes, where it can be analyzed with BI tools. Stitch is a Talend company and is part of the Talend Data Fabric.
Focus | Business intelligence, data integration, ETL | Microsoft-centric ETL | Data ingestion, ELT | |||||||||||
Database replication | Full table; incremental via binary logs or SELECT/replication keys | Full table; incremental via change data capture or based on custom SELECT query | Full table; incremental via change data capture or SELECT/replication keys | |||||||||||
SaaS sources | Only Salesforce and Google Analytics | None | More than 100 | |||||||||||
Ability for customers to add new data sources | No | Yes | Yes | |||||||||||
Connects to data warehouses? Data lakes? | Yes / Yes | Yes / Yes | Yes / Yes | |||||||||||
Transparent pricing | No | Yes | Yes | |||||||||||
G2 customer satisfaction | 4.2/5 | Not Rated | 4.8/5 | |||||||||||
Support SLAs | Yes | Available | Available | |||||||||||
Purchase process | Requires a conversation with sales | Options for self-service and talking with sales | Options for self-service or talking with sales. Also available from the AWS store. | |||||||||||
Compliance, governance, and security certifications | None | None | HIPAA, GDPR, SOC 2 | |||||||||||
Data sharing | Yes | Yes, with SQL Server | Yes, through Talend Data Fabric | |||||||||||
Vendor lock-in | Annual contracts. Open source version available | SQL Server Integration Services (SSIS) is strongly tied to Microsoft SQL Server | Month to month or annual contracts. Open source integrations | |||||||||||
Developer tools | REST API | SQL Server Data Tools (SSDT) | Import API, Stitch Connect API for integrating Stitch with other platforms, Singer open source project |
Let's dive into some of the details of each platform.
Pentaho supports a wide variety of pre- and post-load transformations through dragging and dropping more than two dozen kinds of operations onto its work area. In addition, users can drag and drop custom scripts in Python, Java, JavaScript, and SQL onto the canvas.
SQL Server Integration Services (SSIS) provides about 30 built-in preload transformations, which users specify in a graphical user interface. Transformations fall into several categories: split and join data, row data, rowsets, audit, and business intelligence. Developers can write their own custom transformations in Visual Basic.
Stitch is an ELT product. Within the pipeline, Stitch does only transformations that are required for compatibility with the destination, such as translating data types or denesting data when relevant. Stitch is part of Talend, which also provides tools for transforming data either within the data warehouse or via external processing engines such as Spark and MapReduce. Transformations can be defined in SQL, Python, Java, or via graphical user interface.
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Each of these tools supports a variety of data sources and destinations.
Pentaho can take many file types as input, but it can connect to only two SaaS platforms: Google Analytics and Salesforce. It connects to more than 40 databases, as sources or destinations, via JDBC, ODBC, or plugins.
SSIS supports 26 built-in integrations via Connection Managers. Many of the integrations are with other Microsoft tools and platforms, but there are also Connection Managers for files, Hadoop, and SAP Business Warehouse.
Stitch supports more than 100 database and SaaS integrationsas data sources, and eight data warehouse and data lake destinations. Customers can contract with Stitch to build new sources, and anyone can add a new source to Stitch by developing it according to the standards laid out in Singer, an open source toolkit for writing scripts that move data. Singer integrations can be run independently, regardless of whether the user is a Stitch customer. Running Singer integrations on Stitch’s platform allows users to take advantage of Stitch's monitoring, scheduling, credential management, and autoscaling features.
Data integration tools can be complex, so vendors offer several ways to help their customers. Online documentation is the first resource users often turn to, and support teams can answer questions that aren't covered in the docs. Vendors of the more complicated tools may also offer training services.
Pentaho provides support through a support portal and a community website. Premium support SLAs are available. There's no live support within the application. Documentation is comprehensive. Pentaho provides free and paid training resources, including videos and instructor-led training. A certification program is also available.
Microsoft provides several levels of support for SQL Server, of which SSIS is a component. Documentation is comprehensive. Microsoft provides digital training resources. Many third parties provide both digital training and classroom training services.
Stitch provides in-app chat support to all customers, and phone support is available for Enterprise customers. Support SLAs are available. Documentation is comprehensive and is open source — anyone can contribute additions and improvements or repurpose the content. Stitch does not provide training services.
Pentaho provides a 30-day trial download. Contract pricing isn't disclosed.
SSIS is part of SQL Server, which is available in several editions, ranging in price from free (Express and Developer editions) to $14,256 per core (Enterprise). On the Microsoft Azure cloud platform, pricing for SSIS integration runtime nodes starts at $0.84 per hour.
Stitch has pricing that scales to fit a wide range of budgets and company sizes. All new users get an unlimited 14-day trial. Standard plans range from $100 to $1,250 per month depending on scale, with discounts for paying annually. Enterprise plans for larger organizations and mission-critical use cases can include custom features, data volumes, and service levels, and are priced individually.
Which tool is better overall? That's something every organization has to decide based on its unique requirements, but we can help you get started. Sign up now for a free trial of Stitch.
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