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 three such tools, head to head.

About Google Cloud Data Fusion

Google Cloud Data Fusion is a cloud-native data integration service. 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 Dataprep, a data service for exploring, cleaning, and preparing structured and unstructured data
  • Google Cloud Dataflow, a platform for ingesting and processing real-time data
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 Informatica

Informatica offers a portfolio of data integration products as well as tools for master data management, data quality, data cataloging, and API management. Informatica started out with on-premises tools but now offers a cloud platform as well.

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.

Competitors stitch
Focus Data integration Data integration, ETL Data ingestion, ELT
Database replication Full table; incremental replication via custom SELECT statements Full table; incremental via change data capture Full table; incremental via change data capture or SELECT/replication keys
SaaS sources None More than 80 More than 100
Ability for customers to add new data sources Yes Yes Yes
Connects to data warehouses? Data lakes? Yes / Yes Yes / Yes Yes / Yes
Transparent pricing Yes No Yes
G2 customer satisfaction Not rated 4.0/5 4.8/5
Support SLAs Yes Available Available
Purchase process Self-service Requires conversation with sales Options for self-service or talking with sales. Also available from the AWS store.
Compliance, governance, and security certifications HIPAA HIPAA, SOC 2, SOC 3, Privacy Shield HIPAA, GDPR, SOC 2
Data sharing Yes Yes, through Informatica Cloud Yes, through Talend Data Fabric
Vendor lock-in Annual contracts. No open source Month to month or annual contracts. Open source integrations
Developer tools REST API to manage Cloud Data Fusion instances Informatica Developer Tool, REST API, Connector Toolkit 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

Google Cloud Data Fusion

Cloud Data Fusion supports simple preload transformations — validating, formatting, and encrypting or decrypting data, among other operations — created in a graphical user interface.

Informatica

Informatica has been an on-premises product for most of its history, and much of the product is focused on preload transformations, which is an important feature when sending data to an on-premises data warehouse. Informatica includes a library of prebuilt transformations and the ability to build custom transformations using a proprietary transformation language.

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.

Google Cloud Data Fusion

Cloud Data Fusion is a beta service on Google Cloud Platform. The platform supports almost 20 file and database sources and more than 20 destinations, including databases, file formats, and real-time resources. Cloud Data Fusion doesn't support any SaaS data sources.

Informatica

Informatica provides Cloud Connectors for more than 100 applications and databases. The only cloud data warehouse destination it supports is Amazon Redshift. It also support Pivotal's Greenplum on-premises platform. The only data lake destination it supports is Microsoft Azure SQL Data Lake. Developers can create new connectors using Informatica Connector Toolkit.

Stitch

Stitch supports more than 100 database and SaaS integrations as 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.

Google Cloud Data Fusion

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

Informatica

Informatica provides three levels of support. Basic Success is available during business hours. Premium Success offers 24x7 support for Priority 1 cases. Signature Support offers 24x7 support for all cases. Documentation is comprehensive. The company offers training through Informatica University.

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

Google Cloud Data Fusion

Cloud Data Fusion is priced differently for development and execution. Development is priced per instance per hour at two different rates, for Basic and Enterprise editions. Execution runs at Google Cloud Dataproc rates.

Informatica

Informatica has many products, each of which may have several optional components. The base version of Integration Cloud starts at $2,000 per month. The pricing of add-on tiers is undisclosed. Informatica provides a 30-day free trial for many of its products.

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 best 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.