MuleSoft vs. Segment vs. Stitch
ETL software comparison
Skip NavigationAnypoint 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.
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 MuleSoft
The MuleSoft Anypoint Platform includes several components:
About Segment
Segment has a different focus than most ETL tools — it's designed to collect and connect customer data from multiple marketing, analytics, and data warehousing tools and unify it into customer profiles. It's not primarily an ETL tool, but it does include connectivity to some SaaS data sources and data warehouse destinations.
In Segment, an event is a set of actions that represents a step in the funnel, such as user invited or signed up or order completed. Users can define events that make sense for their business use cases, based on key metrics that provide business value, and create tracking plans to document the events and properties they intend to collect across Segment sources.
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 | Enterprise Service Bus (ESB), application integration | Event tracking, data ingestion, ELT | Data ingestion, ELT | |||||||||||
| Database replication | Incremental replication depends upon manually written SELECT statements | No database data sources | Full table; incremental via change data capture or SELECT/replication keys | |||||||||||
| SaaS sources | About 70 | About 35 | More than 100 | |||||||||||
| Ability for customers to add new data sources | Yes | For events but not cloud app sources (see explanation below) | Yes | |||||||||||
| Connects to data warehouses? Data lakes? | No / Yes | Yes / No | Yes / Yes | |||||||||||
| Transparent pricing | No | Yes | Yes | |||||||||||
G2 customer satisfaction | 4.5/5 | 4.6/5 | 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 | HIPAA/HITRUST, GDPR, Level-1 PCI-DSS, SOC 2, FIPS | GDPR | HIPAA, GDPR, SOC 2 | |||||||||||
| Data sharing | Yes | No | Yes, through Talend Data Fabric | |||||||||||
| Vendor lock-in | Annual contracts. Mule Kernel is available as open source, licensed under the Common Public Attribution License (CPAL). | Month to month or annual contracts. The company maintains several open source projects. | Month to month or annual contracts. Open source integrations | |||||||||||
| Developer tools | Runtime Manager REST API, CloudHub API | JavaScript library, mobile SDKs, server-side libraries, HTTP Tracking API, Pixel Tracking API, Objects API, Objects Bulk API | 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
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.
Segment
To the extent that it performs ETL operations, Segment focuses on the E and L, extraction and loading. It extracts raw data from sources and loads it into destinations without allowing users to define their own transformations — though Segment itself transforms events and objects to conform to its standard as it sends them between different tools, including to the 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.
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.
Segment
<p>Segment offers integrations for several different kinds of sources:</p> <li>It tracks and sends events between more than 250 supported tools.</li> <li>It replicates data from about 35 cloud app sources that are common among ETL tools.</li> <br> <p>To understand the difference between the events and SaaS data sources, take the example of Salesforce, which is one of a handful of integrations supported in both categories. Event tracking would enable updates to Salesforce leads and contacts based things those users did in a separate system, like a mobile app.</p> <p>If you want to replicate all of the data in your Salesforce instance to your data warehouse, including information entered by your sales team, that’s only possible with a cloud app source.</p> <p>Customers can use Segment's developer tools to track new event sources, but no one outside of the Segment team can build new cloud app sources.</p> <p>Segment supports six destinations:</p> <li>Amazon Redshift</li> <li>Google BigQuery</li> <li>Snowflake</li> <li>Azure SQL Data Warehouse</li> <li>Postgres</li> <li>IBM Db2</li>
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.
MuleSoft
MuleSoft provides online, email, and telephone support. Documentation is comprehensive. Digital training materials are available.
Segment
Segment provides support through a ticketing system. Documentation is comprehensive. Segment does not provide training services.
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
MuleSoft
MuleSoft provides a 30-day free trial. Pricing isn't disclosed.
Segment
Segment provides a 14-day free trial, and has a free Developer tier. Team accounts start at $120 per month. Pricing is based in part on the volume of monthly tracked users in data sources. Business plans for larger organizations are priced individually.
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.
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