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10 Best ETL Testing Automation Tools For QA Teams In 2022

The Best ETL Testing Automation Software Shortlist

Here’s the list of the best tools that I’ll cover in this article.

  1. QuerySurge

    Best for rapid, high-volume data testing

  2. RightData

    Popular, no-code solution that simplifies data testing, stewardship, and governance

  3. ETL Validator

    Versatile in accommodating various data types, data sources, and huge volumes for Big Data ETL testing

  4. iCEDQ

    Vendor-agnostic, DataOps platform that excels in end-to-end testing of data-centric processes

  5. Codoid’s ETL Testing Services

    Data analytic testing tool capable of quickly identifying data and other errors in the ETL process

  6. TestBench

    Test management solution for the rapid development of digital products through exploratory testing

  7. Rivery

    Comprehensive solution for orchestrating workflows and building ETL pipelines at scale

  8. SSIS Tester

    Unit and integration testing platform for SSIS packages

  9. Informatica Powercenter

    Comprehensive suite of intelligent governance, analytics, and Big Data services

  10. Bitwise QualiDI

    Central test repository that automates and streamlines the data integration QA process

ETL (extract, transform, and load) processes enable businesses to aggregate data from multiple sources into a central repository. The best ETL testing automation tools ensure data with high quality and accuracy is generated during the process by comparing and validating source and destination data. 

The 10 best ETL testing automation tools for QA tools in 2022 provide accurate verification and acceleration of data transformation at various stages of a multi-level integration process. They improve confidence in data quality while reducing operational and execution costs for businesses.

Comparison Criteria

Here’s a summary of the evaluation criteria I used to select the best ETL testing automation tools:

  1. User Interface (UI):  ETL testing requires several steps of execution. So, its user interface should simplify the multi-level process such that it can be completed in as few clicks as possible, with clarity and minimal hassle.
  2. Usability: The user experience should promote easy navigation for testing functionality. Other elements should feel intuitive and simple, such that the time taken to implement ETL tests is drastically reduced. 
  3. Integrations: ETL testing is implemented by data engineers working across various domains and use cases. As a result, its results and operations frequently require integration with other tools, so integration should be a strong suit. 
  4. Value for $: A good product should balance cost-effectiveness and quality if its use is to remain sustainable for the majority of its customers. Hence, a product’s pricing regimen factored into my selection.  

ETL Testing Automation: Key Features

  1. Data validation and reconciliation: Effective validation of data transformations with strict adherence to compliance and business rules. 
  2. Automation for workflow integration: Provide an automation testing toolkit to eliminate manual procedures in the ETL testing process, so efficiency and productivity gains are increased. 
  3. Data Validation and comparison engines: Provide the ability to both compare and seamlessly validate high volumes of data spanning multiple databases for accuracy and quality. It should be capable of performing this with files of different types and formats.
  4. Data connectors: A comprehensive ETL Automation Testing tool should be capable of supporting third-party, native integration with APIs, files, and databases. 
  5. Support for ETL testing infrastructure: This includes support for relevant ecosystems and architecture like ETL server/staging areas, data warehouses, and unstructured data.

Overviews Of The 10 Best ETL Testing Automation Tools

1

QuerySurge

Best for rapid, high-volume data testing

QuerySurge is a highly intuitive and robust data testing solution for automating the testing and validation of data warehouses as well as the ETL testing process. It is effective at making sure any data extracted from various sources remains uncorrupted and intact in the target data warehouse. The software achieves this successfully by analyzing the data and identifying any variations quickly and efficiently.

One of the key functions of QuerySurge ETL testing involves the point-to-point testing process. It mimics the ETL development process by performing tests on a point-to-point basis, along the data warehouse lifecycle. This approach is capable of delivering up to 100% coverage of data mapping, making the software one of the best ETL testing automation tools for QA teams.

QuerySurge supports a wide variety of test types across more than 200 data stores, seamlessly connecting to various databases and warehouses, files and APIs, CRMs and ERPs, big data and NoSQL data stores, as well as ecommerce, marketing and accounting software. Pricing for QuerySurge data validation and ETL testing software starts from $11,493 per full user for the perpetual license package or $5,747 per user for the subscription option with a minimum of two full users.

Free trial options include 3-day trial in the cloud, 15-day trial download (on-premise), 15-day trial for QuerySurge + BI tester, 15-day trial for QuerySurge + DevOps for data and a 30-day proof of concept (PoC).

From $5,747/user (subscription); $11,493/user (perpetual license). From $21,274/year for group subscription package; $43,069 for group perpetual package.

2

RightData

Popular, no-code solution that simplifies data testing, stewardship, and governance

RightData is an automated ETL test validation tool that enhances data readiness through data quality assurance. As a self-service cloud solution, its automated validation and reconciliation abilities foster continuous data quality control, along with data integrity and audit capabilities.

In addition to typical features like providing email notifications, it includes exception reporting vital for SOX proof of compliance.

RightData allows you to build data connections across various source systems and query chains. It provides over 150 connectors for applications, flat file data sources, cloud platform technologies, and databases. It makes activities like configuring batch job scheduling and reconciliations a breeze to execute.

RightData is a tool for enterprises that need to connect to multiple data targets and data sources to perform core ETL functions. Especially those who routinely have to reconcile high volume, high complexity data from different models and data types.

RightData provides a free demo. Pricing is available upon request.

3

ETL Validator

Versatile in accommodating various data types, data sources, and huge volumes for Big Data ETL testing

As its name implies, ETL Validator is used for validating ETL during the process of data migration and integration. It has baselining capabilities and allows users to compare and analyze data schemas across different environments.

ETL Validator aims to reduce costs and minimize testing effort and overhead. It includes a Tomcat server and an embedded PostgreSQL repository. Its automated testing encompasses various types of data and data sources, like NoSQL, flat files, relational databases, and Big Data sources.

It possesses an inbuilt ETL engine that performs automation testing. This automation enables the extraction and comparison of millions of records from multiple data sources while simultaneously executing test cases.

For ease of use, it provides a drag-and-drop visual test case builder. It also doesn’t require any custom programming and yet increases business productivity.

ETL Validator is good for those who need to share test results across platforms and data types.

ETL Validator offers a demo and a 30-day free trial. Pricing is available upon request.

4

iCEDQ

Vendor-agnostic, DataOps platform that excels in end-to-end testing of data-centric processes

iCEDQ follows a rule-based approach that facilitates the automating of ETL testing and other processes like production data monitoring, snowflake migration testing, and cloud data migration testing. The platform allows you to use iCEDQ’s inbuilt scheduler to trigger ETL testing business rules, if necessary, with an external scheduler.

It excels in the left-shift approach enhanced by its unique in-memory engine. This allows iCEDQ to efficiently compare and validate the full volume of data in memory. This makes it capable of supporting files and databases of all sizes. In addition, it also supports APIs and software languages such as Java, SQL, and Apache Groovy.

iCEDQ comes with a regression suite and advanced scripting. Its DataOps implementation is enhanced by its integration with DevOps, GIT, scheduling, and CI/CD tools like DataStage and Jenkins. Encryption and advanced role-based access control capabilities are also available.

Pricing is available upon request.

5

Codoid’s ETL Testing Services

Data analytic testing tool capable of quickly identifying data and other errors in the ETL process

Codoid’s ETL Testing Services offers data analytical services with high-end automation testing tools and capabilities. The data validation it offers includes spot checks between target and actual data, providing counts and aggregate values.

It can work with various heterogeneous sources such as spreadsheets, relational databases, and CSVs, to validate their data quality. Its test coverage also encompasses navigation/GUI testing and is compatible with various proprietary and open-source tools.

Codoid’s ETL also performs automated testing services such as metadata testing, including testing for data completeness and corruption. During this process, it verifies data lengths, data types, and indexes.

Codoid’s ETL testing is suited for those who need to mitigate bad data with quality testing, identify syntax issues or expose errors due to incorrect reference types.

Pricing is available upon request.

6

TestBench

Test management solution for the rapid development of digital products through exploratory testing

TestBench is a multifaceted testing solution built for a wide variety of users such as testers, test managers, product owners, and agile teams. Its content translation capabilities further boost collaboration across global teams so they can manage projects in real-time.

It offers a smart load testing hub for controlling data-driven tests, whether manual or automated. It allows teams to build and execute predefined test cases immediately. This allows the teams to subsequently compare the outcome with previous test results.

TestBench provides users with both data-driven and keyword-driven interaction methods to facilitate exploratory testing. It also includes data-driven extensions to enable them to create test cases in several variations. TestBench also adapts to your toolchain with APIs that integrate with other third-party applications such as Jira.

TestBench is ideal for organizations that develop or intend to build high-quality digital products through efficient and effective testing.

TestBench has a free option that provides basic features for up to five users. Its Professional plan is priced at 29 Euros per user (up to 100 users) per month. Pricing is available upon request for its Professional Plus tier.

Its Professional plan is priced at 29 Euros/user (up to 100 users)/month

7

Rivery

Comprehensive solution for orchestrating workflows and building ETL pipelines at scale

Rivery manages your data for you so you can focus on your business. It is designed for both developers and those with little technical expertise. It provides no-code execution for complex data challenges, accomplishing tasks with just a few clicks. On the other hand, it has an inbuilt native Python language for flexibility and customization.

Rivery empowers business productivity with its version control repository. It also combines, consolidates, and transforms data right inside a cloud data warehouse. This makes Rivery agile and primed for hyper scalability, with multiple deployment environments.

It is built for integration with a vast number of varied data sources, with over 190 out-of-the-box, pre-built data connectors such as various CRMs, databases, analytic, and marketing tools.

Rivery has three pricing options, along with a pricing calculator to estimate usage-based pricing. Each option is priced at units called Rivery Pricing Unit (RPU) credit.

Its Starter plan is created for small Business Intelligence (BI) and data teams to build pipelines and orchestrate workflows. It is priced at $0.75 per RPU credit.

The Professional plan is designed for advanced data teams who have the requisite engineering capabilities. In addition to everything offered in the Starter plan, the Professional plan offers role-based access control, three distinct environments, and the ability to run Python code. It is priced at $1.20 per RPU credit.

The Enterprise plan is customizable and its pricing is available upon request.

$1.20/RPU credit

8

SSIS Tester

Unit and integration testing platform for SSIS packages

SSIS Tester is used to test packages, precedence constraints, or single tasks, especially in a test-driven development environment. It is easy to implement with a ready-to-use project template, and a common methodology to follow.

However, SSIS Tester is sophisticated enough to tap paths between data flow components. This allows users to perform unit tests on these different paths. Also, test executions can be monitored in real-time, with its real-time debugger producing test parameters like errors and assertions.

Implementing SSIS Tester’s ETL processes requires creating a number of packages, which need to be subsequently unit tested. In addition to having a user-friendly interface, tests can be created simply using Visual Studio, the popular, user-friendly IDE, and code editor.

The tool is ideal for identifying errors in the development process, especially when creating ETL processes in test-driven environments.

SSIS Tester offers a 21-day free trial. Pricing is available upon request.

21 Days Free Trials

9

Informatica Powercenter

Comprehensive suite of intelligent governance, analytics, and Big Data services

Informatica Powercenter is a top ranked data integration and data visualization solution. Although it is often compared to Informatica Cloud Data Integration. Informatica PowerCenter is more ideally suited for large enterprises that can utilize various features and options. As a powerful ETL tool, Informatica Powercenter is designed to help organizations unleash the value of their data. Its end-to-end data integration functionalities provide companies with incredibly fast data integration and data replication tools. Informatica Powercenter boasts a broad set of features that make it possible to integrate fragmented, disparate, and raw data from different sources, eventually transforming it into high-quality data that is business-ready.Informatica Powercenter enables users to create workflows that can be used to monitor and identify bugs in data systems. Informatica Powercenter’s data integration life cycle capabilities build operational confidence in data and data integration projects. The software is also good for enterprise scalability.Informatica Powercenter pricing is available upon request.

Pricing is available upon request

10

Bitwise QualiDI

Central test repository that automates and streamlines the data integration QA process

Bitwise QualiDI was designed as a solution to manual and error-prone ETL testing, especially to eliminate reliance on visual comparisons of source to target mappings. It does this by providing a central repository, which in turn, automates the validation process. Moreover, it allows QA teams and developers to evaluate automated ETL testing with their own datasets.

QualiDI provides a built-in tool that generates complex queries for fast transformations known as a business rules engine (BRE). This accelerates testing for non-technical users who are allowed to write business rules instead of queries.

QualiDI eliminates the risk of using sensitive production data in test environments. It does this by seamlessly integrating with Bitwise Test Data Management (TDM) Suite to provide testers with production-like test data that is compliant.

QualiDI is ideal for businesses who want an enterprise-wide, end-to-end platform for operating centralized testing. This is especially useful for companies that need to transform data sets from various operational systems with large data volumes into a data warehouse.

It comes with a 30-day free trial that provides access to basic features that enables QA teams to run test cases.

30 Days Free Trials

The 10 Best ETL Testing Automation Tools Summary

Tool Free Option Price
1
QuerySurge

Best for rapid, high-volume data testing

Free trial options include 3-day trial in the cloud, 15-day trial download (on-premise), 15-day trial for QuerySurge + BI tester, 15-day trial for QuerySurge + DevOps for data and a 30-day proof of concept (PoC).

From $5,747/user (subscription); $11,493/user (perpetual license). From $21,274/year for group subscription package; $43,069 for group perpetual package. Visit Website
2
RightData

Popular, no-code solution that simplifies data testing, stewardship, and governance

Not available

Visit Website
3
ETL Validator

Versatile in accommodating various data types, data sources, and huge volumes for Big Data ETL testing

Not available

Visit Website
4
iCEDQ

Vendor-agnostic, DataOps platform that excels in end-to-end testing of data-centric processes

Not available

Visit Website
5
Codoid’s ETL Testing Services

Data analytic testing tool capable of quickly identifying data and other errors in the ETL process

Not available

Visit Website
6
TestBench

Test management solution for the rapid development of digital products through exploratory testing

Not available

Its Professional plan is priced at 29 Euros/user (up to 100 users)/month Visit Website
7
Rivery

Comprehensive solution for orchestrating workflows and building ETL pipelines at scale

Not available

$1.20/RPU credit Visit Website
8
SSIS Tester

Unit and integration testing platform for SSIS packages

21 Days Free Trials

Visit Website
9
Informatica Powercenter

Comprehensive suite of intelligent governance, analytics, and Big Data services

Not available

Pricing is available upon request Visit Website
10
Bitwise QualiDI

Central test repository that automates and streamlines the data integration QA process

30 Days Free Trials

Visit Website

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Other Options

Here are a few more that didn’t make the top list.

  1. Informatica Powercenter — Offers users a cornucopia of intelligent governance, analytics, and Big Data services.
  2. Talend Open Studio — an open-source integration software for building basic data pipelines.

The Importance of ETL Testing Automation Tools

Data, especially the refined and well-targeted type, is a huge competitive advantage. Therefore, businesses require more of it than ever before. ETL automation tools play a huge part in making sense of our digital age’s exponential data surge. This is because ETL is a vital process for aggregating data into a central repository to facilitate its effective analysis. 

So, what do you think about this list? Kindly give us your feedback in the comments below. And while you’re at it, kindly subscribe to the QA Lead newsletter to get more informative topics. 

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By Eze Onukwube

Eze has a master's degree in communications with over 10 years of experience as a software engineer. His playground is at the intersection of technology, process improvement, and simplifying IT concepts.

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