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.

About SQL Server Integration Services (SSIS)

SSIS is a Microsoft tool for data integration tied to SQL Server.

About Google Cloud Dataprep

Google Cloud Dataprep is a data service for exploring, cleaning, and preparing structured and unstructured data. It's one of several Google data analytics services, including:

BigQuery, a cloud data warehouse
Google Data Studio, a relatively simple platform for reporting and visualization
Google Cloud Datalab, a more robust analytics tool that lets data professionals explore, analyze, transform, and visualize data and build machine learning models
Google Cloud Dataflow, a platform for ingesting and processing real-time data
Google Cloud Data Fusion, a cloud-native data integration service

Stitch and Talend partner with Google. While this page details our products that have some overlapping functionality and the differences between them, we're more complementary than we are competitive. Google offers lots of products beyond those mentioned here, and we have thousands of customers who successfully use our solutions together.

About Stitch

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	Microsoft-centric ETL	Data transformation	Data ingestion, ELT
Database replication	Full table; incremental via change data capture or based on custom SELECT query	None	Full table; incremental via change data capture or SELECT/replication keys
SaaS sources	None	None	More than 100
Ability for customers to add new data sources	Yes	No	Yes
Connects to data warehouses? Data lakes?	Yes / Yes	Yes / Yes	Yes / Yes
Transparent pricing	Yes	Yes	Yes
G2 customer satisfaction	Not Rated	4.1/5	4.8/5
Support SLAs	Available	Yes	Available
Purchase process	Options for self-service and talking with sales	Self-service	Options for self-service or talking with sales. Also available from the AWS store.
Compliance, governance, and security certifications	None	HIPAA	HIPAA, GDPR, SOC 2
Data sharing	Yes, with SQL Server	Yes	Yes, through Talend Data Fabric
Vendor lock-in	SQL Server Integration Services (SSIS) is strongly tied to Microsoft SQL Server	Month to month	Month to month or annual contracts. Open source integrations
Developer tools	SQL Server Data Tools (SSDT)	REST API for creating job groups	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.

Transformations

SQL Server Integration Services (SSIS)

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.

Google Cloud Dataprep

Cloud Dataprep's main purpose is to let data analysts explore, clean, and prepare data for analysis. It provides tools to format, filter, and run macros against data. It uses a visual interface to cleanse and enrich multiple data sources before loading them to a Google Cloud Storage data lake or BigQuery data warehouse.

Stitch

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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Connectors: Data sources and destinations

Each of these tools supports a variety of data sources and destinations.

SQL Server Integration Services (SSIS)

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.

Google Cloud Dataprep

Cloud Dataprep is a whitelabeled, managed version of Trifacta Wrangler. It can read data from Google Cloud Storage and BigQuery, and can import files. Cloud Dataprep doesn't support any SaaS data sources. It can write data to Google Cloud Storage or BigQuery.

Stitch

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.

Support, documentation, and training

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.

SQL Server Integration Services (SSIS)

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.

Google Cloud Dataprep

Google provides several support plans for Google Cloud Platform, which Cloud Dataprep is part of. Documentation is comprehensive. Google offers both digital and in-person training.

Stitch

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.

Pricing

SQL Server Integration Services (SSIS)

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.

Google Cloud Dataprep

Cloud Dataprep jobs are executed by Cloud Dataflow workers, which are priced per second for CPU, memory, and storage resources.

Stitch

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.

Get started now

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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