--- title: QuerySurge Reviews meta_title: 'QuerySurge Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 37 reviews by the users' company size, role or industry to find out how QuerySurge works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 37 scale: '5' date_modified: '2026-08-09' parent_category: name: DevOps url: https://www.g2.com/categories/devops --- # QuerySurge Reviews **Vendor:** QuerySurge **Category:** [Automation Testing Tools](https://www.g2.com/categories/automation-testing-tools) **Average Rating:** 4.6/5.0 **Total Reviews:** 37 ## About QuerySurge QuerySurge is an enterprise-grade data quality platform that leverages AI to continuously automate data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, scalable architecture, and the leading DevOps for Data CI/CD integration, QuerySurge ensures data integrity at every stage of the pipeline. Automated Data Validation Use Cases: QuerySurge provides a smart, AI-driven, data validation & ETL testing solution for your automated testing needs. - Data Warehouse / ETL Testing - DevOps for Data / Continuous Testing - Data Migration Testing - Business Intelligence (BI) Report Testing - Big Data Testing - Enterprise Application Data Testing What QuerySurge Provides: - Automation of your manual data validation and testing process - Ease-of-use, low-code/no-code features - Generative AI capabilities for test creation - Testing across 200+ data platforms - Integration into your CI/CD DataOps pipeline - Acceleration of your data analysis - Ensurance of regulatory compliance Key Features: - Data Connection Wizard provides an easy way to link to your data stores - Visual Query Wizard builds table-to-table and column-to-column tests without writing SQL - Generative AI module automatically creates transformation tests in bulk - DevOps for Data provides a RESTful API with 110+ calls and Swagger documentation and integrates into CI/CD pipelines - Create Custom Tests and modularize functions with snippets, set thresholds, stage data, check data types & duplicate rows, full text search, and asset tagging - Schedule tests to run immediately, at a predetermined date & time, or after any event from a build/release, CI/CD, DevOps, or test management solution - Multi-project support in a single instance, new Global Admin user, assign users and agents, import and export projects, and user activity log reports - Webhooks provide real-time integrations with DevOps, CI/CD, test management, and alerting tools - Ready-for-Analytics provides seamless integration with QuerySurge and your BI tool or open-source Metabase to create custom reports and dashboards and gain deeper, real-time insights into your data validation and ETL testing workflows - Data Analytics Dashboards and Data Intelligence Reports track, analyze, and communicate data quality ## QuerySurge Pros & Cons **What users like:** - Users appreciate the **ease of use** of QuerySurge, facilitating efficient data testing and simplifying workflows with AI integration. (17 reviews) - Users value the **intuitive AI chat engine** of QuerySurge, which simplifies test creation and boosts productivity significantly. (12 reviews) - Users love the **automation capabilities** of QuerySurge, enabling efficient data testing and faster development cycles. (8 reviews) - Users appreciate the **powerful data handling capabilities** of QuerySurge, enhancing efficiency in large-scale data testing. (8 reviews) - Users praise the **easy setup** of QuerySurge, enhancing productivity and streamlining onboarding for teams. (8 reviews) - Users appreciate the **efficiency** of QuerySurge, streamlining data comparison tasks and enhancing productivity with its powerful features. (8 reviews) - Performance Efficiency (8 reviews) - Time-saving (7 reviews) - Users value the **comprehensive data validation support** from QuerySurge, enhancing migration processes and ensuring data accuracy. (6 reviews) - Reporting (6 reviews) **What users dislike:** - Users note the **limited data source support** in QuerySurge, requiring extra steps for JSON validation and reducing efficiency. (5 reviews) - Users note a **lack of support for JSON and REST API sources** , complicating the validation process for modern data pipelines. (5 reviews) - Users experience **inaccuracy issues** with differing failure counts, reducing clarity and complicating data validation efforts. (4 reviews) - Users often experience **slow performance** with QuerySurge, especially during complex operations and with large datasets. (4 reviews) - New users may find the **complex setup** of QuerySurge daunting, especially with advanced configurations and large datasets. (3 reviews) - Difficult Setup (3 reviews) - Learning Curve (3 reviews) - Poor Reporting (3 reviews) - Steep Learning Curve (3 reviews) - Users experience **alert overload** with multiple columns highlighted for minor differences, causing confusion and unnecessary verifications. (2 reviews) - [View QuerySurge pricing details and edition comparison](https://www.g2.com/products/querysurge/reviews?page=3&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+11%3A31%3A38+-0500&secure%5Bsession_id%5D=c4252439-e735-497d-b5f6-f60f5c36e72c&secure%5Btoken%5D=9613e185a8cacd576f52e4643a966a3d5403d19ce9d7e780f154b71f5254cb8c&format=llm_user) ## QuerySurge Integrations - [Azure Database for PostgreSQL](https://www.g2.com/products/azure-database-for-postgresql/reviews) - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) - [Azure Data Lake Store](https://www.g2.com/products/azure-data-lake-store/reviews) - [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) - [Cloudera Analytic DB](https://www.g2.com/products/cloudera-analytic-db/reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - [Db2 Big SQL](https://www.g2.com/products/db2-big-sql/reviews) - [Google Cloud Lakehouse](https://www.g2.com/products/google-cloud-lakehouse/reviews) - [Harness Platform](https://www.g2.com/products/harness-platform/reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Fabric](https://www.g2.com/products/microsoft-fabric/reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) - [Oracle Big Data Cloud Service](https://www.g2.com/products/oracle-big-data-cloud-service/reviews) - [Oracle Cloud Data Management](https://www.g2.com/products/oracle-oracle-cloud-data-management/reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) - [Power BI Solutions](https://www.g2.com/products/power-bi-solutions/reviews) - [RedShift](https://www.g2.com/products/redshift-redshift/reviews) - [Salesforce Data 360 (formerly Data Cloud)](https://www.g2.com/products/salesforce-data-360-formerly-data-cloud/reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) - [SAP HANA on Azure Large Instances](https://www.g2.com/products/sap-hana-on-azure-large-instances/reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) - [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) ## QuerySurge Features **Data Management** - Data Integration - Metadata - Automated workflows **Functionality ** - Test Feedback - Test History - Customization - Test Variety **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Cross-system Integration **Analytics** - Analytics capabilities - Dasboard visualizations **Automation** - Reliability - Thoroughness **Monitoring and Management** - Data Observability - Testing capabilities **Agentic AI - Automation Testing** - Autonomous Task Execution - Supports Parallel Execution **Additional Functionality** - Assessment Management - Reporting & Statistics - Security Testing - Parameterized Testing - Data Visualization - Data Import/Export - AI Copilot - API - Unicode Compliance - Monitoring - Performance Management - Real-Time Reporting - Issue Tracking - Performance Testing - Bug Tracking - Compliance Management - Move & Copy - Requirements Management - Hierarchical View - User Management - Software Testing Management - Model-Based Testing - Activity Dashboard - Issue Management - Quality Assurance - Version Control - Activity Tracking - Data Extraction - Static Analysis - Requirements-Based Testing - Real-Time Monitoring - Customizable Reports - A/B Testing - Alerts/Notifications - Action-Word Testing - Test Script Reviews - Data Storage Management - Workflow Management - Generative AI - Collaboration Tools - Drag & Drop **Functionality** - Identification - Data Matching - Real-Time Data **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Management** - Reporting - Quality Audits - Dashboard - Governance **Generative AI** - AI Text Generation **Generative AI** - AI Text Generation - Generative AI **Additional Functionality** - Metadata Management - Collaboration Tools - Search/Filter - Workflow Management - AI Copilot - Third-Party Integrations - Data Synchronization - Data Import/Export - Customizable Rules - Master Data Management - Monitoring - Data Transformation - Multiple Data Sources - Self Service Portal - Customer Database - Data Verification - Data Migration - Multi-Language - Single Sign On - Duplicate Detection - Email Address Extraction - Reporting/Analytics - Data Profiling - Data Extraction - Data Mapping - Address Validation - Match & Merge - Performance Metrics - Visual Analytics - Version Control - API - Data Capture and Transfer - Access Controls/Permissions - Compliance Management - Data Discovery ## Top QuerySurge Alternatives - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (533 reviews) - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - 4.6/5.0 (6,136 reviews) - [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) - 4.5/5.0 (3,395 reviews)