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 Treasure Data

Treasure Data is a cloud-based ETL platform.

About MuleSoft

The MuleSoft Anypoint Platform includes several components:

  • Anypoint Design Center provides tools to build connectors and implement data and application flows, including the Anypoint Studio desktop IDE.
  • Anypoint Security defends the APIs and integrations users build.
  • Mule runtime engine powers the platform's connections to applications, data, and devices.
  • Anypoint Management Center lets users manage APIs and users, analyze traffic, monitor SLAs, and fix integration flows.

    • 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.

    Treasure Data LogoMuleSoft LogoStitch Logo
    Focus Customer data platformEnterprise Service Bus (ESB), application integrationData ingestion, ELT
    Database replication Full table; incremental since last import and/or using custom SELECT queryIncremental replication depends upon manually written SELECT statementsFull table; incremental via change data capture or SELECT/replication keys
    SaaS sources More than 90About 70More than 100
    Ability for customers to add new data sourcesNoYesYes
    Connects to data warehouses? Data lakes?Yes / YesNo / YesYes / Yes
    Transparent pricingNoNoYes
    G2 customer satisfactionHelpNot Rated4.5/54.8/5
    Support SLAsAvailableYesAvailable
    Purchase process Requires a conversation with salesRequires a conversation with salesOptions for self-service or talking with sales. Also available from the AWS store.
    Compliance, governance, and security certifications SOC 2, Privacy ShieldHIPAA/HITRUST, GDPR, Level-1 PCI-DSS, SOC 2, FIPSHIPAA, GDPR, SOC 2
    Data sharingNoYesYes, through Talend Data Fabric
    Vendor lock-inUnknownAnnual contracts. Mule Kernel is available as open source, licensed under the Common Public Attribution License (CPAL).Month to month or annual contracts. Open source integrations
    Developer toolsBoth system and client library REST APIRuntime Manager REST API, CloudHub APIImport 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

    Treasure Data

    Treasure Data calls itself a customer data platform, and focuses on serving as a central repository of marketing data. Transformations are not supported.

    MuleSoft

    MuleSoft specializes in application integration — moving data from one application or platform to another. Each application has defined data structures, so MuleSoft often has to transform data from a source to fit the destination schema. MuleSoft comes with more than 20 prepackaged "transformers," and gives developers the ability to write their own custom processors in scripting languages such as JavaScript and Groovy.

    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.

    Treasure Data

    Treasure Data supports more than 100 integrations to SaaS, IaaS, and PaaS platforms; databases; and other data sources. The company has written an open source bulk data loader called Embulk that supports bulk loading of data from various databases, storages, file formats, and cloud services. Treasure Data supports about 80 destinations, including Amazon Redshift and S3, Google BigQuery, Snowflake, and Microsoft Azure Blob Storage.

    MuleSoft

    Like other application integration platforms, MuleSoft typically replicates data changes one at a time between multiple systems, as events happen, rather than pushing batches of data to a single central repository. MuleSoft supports almost 300 connectors to databases, SaaS platforms, storage resources, and network services. It supports Amazon S3 data lakes, but no cloud data warehouses.

    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.

    Treasure Data

    Support is available via email or through a ticketing system. Documentation is comprehensive. The company doesn't provide training services.

    MuleSoft

    MuleSoft provides online, email, and telephone support. Documentation is comprehensive. Digital training materials are available.

    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

    Treasure Data

    Treasure Data doesn't disclose pricing. The company offers a free trial to users who fill out a trial request form.

    MuleSoft

    MuleSoft provides a 30-day free trial. Pricing isn't disclosed.

    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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