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 Lyftron

Lyftron is a cloud-based ETL platform.

About Tibco Jaspersoft

Jaspersoft sells an embeddable business intelligence suite that lets developers embed analytics reports and dashboards inside their applications. Jaspersoft Enterprise is a full BI server including web reporting, dashboard, and analytic tools, while JasperReports IO is a BI microservice for producing reports and visualizations. Both editions include Jaspersoft Studio design software. Jaspersoft ETL is an optional component of Jaspersoft Enterprise that consists of an OEM edition of an older version of Talend Open Studio for Data Integration.

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 ETL Embedded BI software Data ingestion, ELT
Database replication Full table; incremental via change data capture or SELECT/replication keys Full table; incremental via change data capture Full table; incremental via change data capture or SELECT/replication keys
SaaS sources More than 100 Fewer than 10 More than 100
Ability for customers to add new data sources No No Yes
Connects to data warehouses? Data lakes? Yes / No Yes / Yes Yes / Yes
Transparent pricing No No Yes
G2 customer satisfaction 4.6/5 3.8/5 4.8/5
Support SLAs No Yes Available
Purchase process Requires a conversation 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 GDPR None HIPAA, GDPR, SOC 2
Data sharing No No Yes, through Talend Data Fabric
Vendor lock-in Annual contracts; no open source software Annual contracts Month to month or annual contracts. Open source integrations
Developer tools None None 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

Lyftron

Lyftron supports both pre- and postload transformations. Users apply transformations using SQL statements and functions based on Microsoft SQL Server syntax in a graphical workspace. Lyftron supports aggregate, analytical, string, and several other kinds of functions.

Tibco Jaspersoft

Tibco Jaspersoft lets users define preload transformations by dragging and dropping icons onto a graphical workspace.

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.

Lyftron

Lyftron integrates with more than 130 data sources, including SaaS platforms, SQL and NoSQL databases, and various file types. It supports around 20 cloud and on-premises data warehouse and database destinations.

Tibco Jaspersoft

Jaspersoft ETL supports about 30 data sources, including enterprise applications, big data tools, and cloud platforms. Users can download components that connect to additional platforms by joining Talend Exchange.

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.

Lyftron

Lyftron provides support via email or an online support request form. Documentation is comprehensive. Digital training materials are not available.

Tibco Jaspersoft

Jaspersoft provides support through an online support portal. Documentation for Jaspersoft ETL consists of links to non-Jaspersoft sites. No 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

Lyftron

Lyftron provides a 15-day free trial. Pricing isn't disclosed.

Tibco Jaspersoft

Jaspersoft provides an evaluation license. 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. After the trial, there's a free plan for smaller organizations and nonproduction workloads. 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.