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 Alooma

Alooma is a cloud-based ETL platform. Formerly independent, it was purchased by Google in 2019.

About dataloader.io

Dataloader.io is a tool for centralizing data from files and importing it into Salesforce.

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.

Alooma Logodataloader.io LogoStitch Logo
Focus Data ingestion, ETLSalesforce data import, export, and deleteData ingestion, ELT
Database replication Full table; incremental via binary logs or SELECT/replication keysNo database data sourcesFull table; incremental via change data capture or SELECT/replication keys
SaaS sources About 20Only Box and DropboxMore than 100
Ability for customers to add new data sourcesNoNoYes
Connects to data warehouses? Data lakes?Only Google BigQueryNo / NoYes / Yes
Transparent pricingNoYesYes
G2 customer satisfactionHelp4/54.7/54.8/5
Support SLAsNoNoAvailable
Purchase process Requires a conversation with salesSelf-serviceOptions for self-service or talking with sales. Also available from the AWS store.
Compliance, governance, and security certifications HIPAA, GDPR, SOC 2, OAuth 2.0NoneHIPAA, GDPR, SOC 2
Data sharingNoNoYes, through Talend Data Fabric
Vendor lock-inAnnual contracts. No open sourceMonth to monthMonth to month or annual contracts. Open source integrations
Developer toolsPython APINoneImport 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

Alooma

Alooma lets developers transform data within the data pipeline before loading via Code Engine, an in-browser Python environment.

dataloader.io

Dataloader.io allows users to map fields from CSV files to Salesforce fields, but does no transformation to the data.

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.

Alooma

Alooma integrates with about 30 databases and SaaS data sources. Customers can request that Alooma build a new data source, but no one outside of the Alooma team can build new data sources or make improvements to existing sources. It used to support several data warehouse and data lake destinations, but since the company was purchased by Google, new Alooma customers can use only Google Cloud Platform as a destination.

dataloader.io

Dataloader.io imports data from CSV files that are stored locally, in Box or Dropbox, or accessed via FTP. There are no tools for writing custom connectors. The platform can export data from Salesforce to the same platforms from which it imports files.

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.

Alooma

Alooma provides support via Zendesk through a form on its website. Documentation is comprehensive. The company doesn't provide training services.

dataloader.io

Dataloader.io provides forum-based support. Professional and Enterprise customers can also get email support. Documentation is comprehensive. No training resources 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

Alooma

Alooma doesn't disclose pricing.

dataloader.io

Plans are billed monthly. A free tier allows up to 10,000 records per month. The $99 Professional tier allows up to 100,000 records per month. The $299 Enterprise tier allows unlimited records per month. A 30-day free trial of Enterprise is available.

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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