Hevo Data vs. MuleSoft 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.
Hevo Data is a cloud-based ETL platform.
The MuleSoft Anypoint Platform includes several components:
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 | Data ingestion, ETL | Enterprise Service Bus (ESB), application integration | Data ingestion, ELT | |||||||||||
Database replication | Full table; incremental via SELECT/replication key, timestamp, change data capture | Incremental replication depends upon manually written SELECT statements | Full table; incremental via change data capture or SELECT/replication keys | |||||||||||
SaaS sources | About 30 | About 70 | More than 100 | |||||||||||
Ability for customers to add new data sources | No | Yes | Yes | |||||||||||
Connects to data warehouses? Data lakes? | Yes / Yes | No / Yes | Yes / Yes | |||||||||||
Transparent pricing | Yes | No | Yes | |||||||||||
G2 customer satisfaction | Not Rated | 4.5/5 | 4.8/5 | |||||||||||
Support SLAs | Yes | Yes | Available | |||||||||||
Purchase process | Options for self-service and talking with sales | Requires a conversation with sales | Options for self-service or talking with sales. Also available from the AWS store. | |||||||||||
Compliance, governance, and security certifications | HIPAA | HIPAA/HITRUST, GDPR, Level-1 PCI-DSS, SOC 2, FIPS | HIPAA, GDPR, SOC 2 | |||||||||||
Data sharing | No | Yes | Yes, through Talend Data Fabric | |||||||||||
Vendor lock-in | Month to month or annual contracts | Annual 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 tools | REST API | Runtime Manager REST API, CloudHub 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.
Hevo offers preload transformations via code written in Python. Hevo can run transformation code for each event in the pipelines you set up. To perform transformations you must edit the properties of the event object received in the transform method as a parameter.
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 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.
Hevo supports about 40 integrations to SaaS platforms, databases, files, and BI and analytics tools. It supports 10 destinations, including Amazon Redshift, Google BigQuery, and Snowflake data warehouses; Amazon S3 data lakes; and PostgreSQL, MySQL, and MariaDB databases. Customers can request that the company build a new data source or destination, but no one outside of the company can build new ones or make improvements to existing ones.
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 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.
Hevo provides support through Intercom online chat and via email. Documentation is comprehensive. The company doesn't provide training services.
MuleSoft provides online, email, and telephone support. Documentation is comprehensive. Digital training materials are available.
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.
Hevo provides two monthly pricing tiers: Starter ($499) and Business ($999), as well as a monthly Enterprise plan that allows for private hosting. Annual contracts that provide a 20% discount are available. The company offers a 7-day free trial.
MuleSoft provides a 30-day free trial. Pricing isn't disclosed.
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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