Sold by: QuerySurge
Deployed on AWS
Free Trial
Includes 2 Full Users and 2 Participant (read-only) users. Ideal for evaluations and small teams, with automated data testing, scheduling, alerting, and CI/CD integration. Provides base-level API access, allowing users to execute tests remotely using their CI/CD platform of choice
4.6
Overview
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QuerySurge
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Data Testing Process
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QuerySurge AI Query Intelligence
QuerySurge is a data validation solution that ensures data extracted from source systems remains intact in target systems by identifying up to 100% of data differences quickly and at scale.
This pack includes 2 Full Users (for test creation, execution, and automation) and 2 Participant Users (read-only access). It supports test execution, scheduling, and automated alerting on failures. QuerySurge AI enablement is available using your own AI API key. This edition provides API access, allowing users to execute tests remotely using their CI/CD platform of choice.
Common use cases include data warehouse and ETL testing, DevOps for Data and continuous testing, data migration validation, business intelligence report testing, big data testing, and enterprise application or ERP testing.
QuerySurge enables comprehensive data validation by validating up to 100% of data up to 1,000x faster than traditional testing methods. It supports automation-driven testing by automating execution, validation, alerting, and reporting. It works across platforms including databases, data lakes, NoSQL systems, APIs, flat files, JSON, XML, Excel, and more. It integrates with CI/CD pipelines using the DevOps API and provides data intelligence and analytics through built-in dashboards and reporting with Ready for Analytics and BI Tester.
Key benefits include improved data quality and governance, accelerated data testing cycles, increased validation coverage, better visibility into data health, and reduced risk in data-driven initiatives.
Highlights
- Improve your data quality & data governance
- Accelerate your data testing cycles in your delivery pipeline
- Dramatically increase your data validation coverage Leverage analytics to optimize your critical data Improve your data quality at speed
Details
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Delivery method
Delivery option
64-bit (x86) Amazon Machine Image (AMI)
Latest version
Operating system
Win2022 latest
Deployed on AWS
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Pricing
Free trial
Try this product free for 14 days according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Cost/hour |
|---|---|
m6i.xlarge Recommended | $1.58 |
m6a.2xlarge | $1.58 |
m6a.xlarge | $1.58 |
m5a.xlarge | $1.58 |
m7i-flex.8xlarge | $1.58 |
r6a.xlarge | $1.58 |
i4i.xlarge | $1.58 |
m7i.xlarge | $1.58 |
r6i.8xlarge | $1.58 |
t3.xlarge | $1.58 |
Dimensions summary
You pay by the hour based on the AWS EC2 instance you run QuerySurge on. Every dimension maps to a specific instance type and size, so pricing scales with the compute you choose. Options span general-purpose, memory-optimized, and storage-optimized families, along with several sizes within each family (for example, xlarge through 8xlarge). Choosing a larger instance raises the hourly rate. This is usage-based billing with no upfront commitment, and the instance you select determines your cost. All dimensions cover the same 2-user pack; only the underlying hardware differs.
Top-of-mind questions for buyers
You get QuerySurge licensed for two users running on the EC2 instance you choose. A Full User can create, schedule, and run tests, view results, and export reports. The hourly rate covers the software for these two users; the instance size only changes the compute cost.
Software charges meter running instance-hours. When you stop the instance, hourly software charges stop. Stopped instances may still incur underlying AWS storage fees for attached volumes, but the QuerySurge software bills only while the instance runs.
This is usage-based, pay-as-you-go billing. You pay per hour for the instance you run, with no upfront commitment. You can cancel anytime. This model suits shorter-term projects or variable workloads rather than continuous, long-term use.
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Vendor refund policy
No Refunds
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Additional details
Usage instructions
QuerySurge is fully preinstalled and ready to use.
To administer the server, connect via Remote Desktop (RDP): Username: Administrator Password: Retrieve from EC2 Console Instance (requires your .pem key)
To access the QuerySurge web interface, open a browser and navigate to:
http://<instance-ip>/QuerySurge
IMPORTANT: For security, you should restrict inbound access to ports 80 (HTTP) and 3389 (RDP) to your organization's IP address or network range using the EC2 Security Group settings. Do not leave these ports open to all IP addresses in production environments.
QuerySurge is installed at C:\Program Files\QuerySurge\ and all services start automatically.
Documentation: https://querysurge.zendesk.com
Resources
Vendor resources
Support
Vendor support
Submit via email: support@QuerySurge.com
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer reviews
Kavyasri P.
QuerySurge Streamlines ETL Data Validation with Efficient SQL-Based Automation
Reviewed on Jun 08, 2026
Review provided by G2
What do you like best about the product?
What I like best about QuerySurge is its ability to simplify and automate ETL data validation. During my ETL certification, I found its SQL-based testing approach very efficient for comparing source and target data. The low-code interface saves time by reducing manual effort, and automation features improve consistency. Its clear reports also make it easy to identify data issues quickly.
What do you dislike about the product?
One area for improvement is the user interface, which can feel less intuitive at times, especially for beginners. Setting up more complex test scenarios can require a learning curve and deeper understanding of queries. Performance can also slow down when handling very large datasets. Additionally, better integration options and more detailed documentation would make it easier to get started and work more efficiently.
What problems is the product solving and how is that benefiting you?
QuerySurge solves the challenge of manual and time-consuming ETL data validation by automating data comparisons between source and target systems. It helps quickly identify data mismatches, ensuring accuracy in transformations and migrations. For me, it has reduced validation time, improved testing efficiency, and increased confidence in data quality. This automation also minimizes human errors and makes the overall ETL testing process more reliable.
Tarun B.
QuerySurge Automates End-to-End Data Validation with Fast Comparisons and Rich Reporting
Reviewed on May 25, 2026
Review provided by G2
What do you like best about the product?
The most helpful aspect of QuerySurge is its ability to automate end-to-end data validation and ETL testing, which significantly reduces manual effort and improves accuracy. Key upsides include fast data comparison between source and target systems, support for multiple data platforms, and integration with CI/CD pipelines. It also provides detailed reports, dashboards, and AI-driven test creation, helping teams quickly identify data issues and ensure high data quality.
What do you dislike about the product?
One downside of QuerySurge is that it can have a steep learning curve for beginners, especially when dealing with advanced configurations and complex data environments. The setup and implementation process can also be time-consuming and may require strong data engineering knowledge. Additionally, it is an enterprise-level tool, so licensing costs can be relatively high and may not be suitable for smaller teams or simpler use cases.
What problems is the product solving and how is that benefiting you?
QuerySurge helps solve the problem of ensuring data accuracy and consistency across complex ETL pipelines and data migrations. In many projects, validating large volumes of data manually is time-consuming and prone to errors. QuerySurge automates this process by comparing source and target data quickly and efficiently, helping identify mismatches, missing data, or transformation issues early. This benefits me by saving time, reducing manual effort, increasing confidence in data quality, and ensuring that business reports and analytics are based on reliable and accurate data.
Thummala M.
Efficient ETL Testing, Needs UI Improvements
Reviewed on Apr 29, 2026
Review provided by G2
What do you like best about the product?
I like QuerySurge most for its automation capabilities and easy-to-use query pairing framework for ETL validation. I use QuerySurge for ETL and data warehouse testing, which helps automate data reconciliation, perform row-level comparisons, and generate clear test reports. It solves the challenge of validating large volumes of ETL data accurately and efficiently across multiple source and targets.
What do you dislike about the product?
The UI can feel a bit complex for new users and has a learning curve during initial setup.
What problems is the product solving and how is that benefiting you?
I use QuerySurge to automate data reconciliation and validate ETL data accurately across multiple systems, solving challenges of handling large data volumes efficiently.
Venkat S.
Revolutionized Our ETL Testing Process
Reviewed on Apr 28, 2026
Review provided by G2
What do you like best about the product?
I really like QuerySurge's powerful automation for source-to-target data validation, which significantly reduces manual SQL effort. Its easy-to-use dashboards and detailed reporting make it simple to identify and communicate data issues quickly. The automation helps me reuse and schedule test cases, speeding up regression testing. Additionally, the dashboards provide a clear, centralized view of test results and failures, making it easy to track data-quality issues and share insights with stakeholders quickly. I find the initial setup beginner-friendly.
What do you dislike about the product?
QuerySurge can have a steep learning curve especially when setting up complex test scenarios compared to writing plain SQL. The cost and occasional UI performance issues can also be challenging for smaller teams or large test suites. Additional challenges include time-consuming initial setup when connecting multiple data sources and configuring environments. Improved error messaging and CI/CD integrations, along with more flexible licensing for small teams, would enhance usability.
What problems is the product solving and how is that benefiting you?
I use QuerySurge for automated ETL and data-warehouse testing, which ensures data accuracy and reduces manual validation efforts. Its automation catches data mismatches early, and its dashboards centralize test results, speeding up regression testing and simplifying data quality issue tracking.
Ashitosh S.
Useful for ETL data validation and saves manual effort
Reviewed on Apr 27, 2026
Review provided by G2
What do you like best about the product?
I’ve been using QuerySurge mainly for ETL testing in a data integration project. Before this, we were doing a lot of manual query checks between source and target tables, which was very time-consuming. With QuerySurge, I’ve been able to automate those comparisons and run them repeatedly without having to rewrite the queries each time. One feature I’ve found especially useful is the way it clearly highlights mismatched data, which makes it much easier to debug issues. And once the test suites are set up, they can be reused across cycles, saving a good amount of effort overall.
What do you dislike about the product?
The initial setup took me some time to understand. As a new user, it wasn’t very straightforward to figure everything out, especially the configuration-related parts. A few simpler examples or clearer onboarding would make it much easier to get started.
What problems is the product solving and how is that benefiting you?
It helped reduce the manual effort involved in validating ETL data. Rather than writing and running queries each time, I was able to automate the process and spend more time analyzing the results. It also helped me catch data mismatches early, which made the overall testing process smoother and more effective.