QuerySurge vs. iceDQ Comparison


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About QuerySurge is the enterprise-grade data quality platform that continuously automates the validation of data across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, a scalable architecture, and seamless CI/CD integration, QuerySurge consistently ensures data integrity at every stage of the pipeline: accelerating delivery, reducing risk, and enabling confident decision-making. Use Cases - Data Warehouse & ETL Testing - Big Data Testing - DevOps for Data / DataOps / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Data Validation: enterprise-grade platform - AI: Automatically create data validation tests - BI Report Testing: Fully automated, no-code approach - DevOps for Data (DataOps): API w/60+ calls & Swagger docs, integrate continuous testing into your CI/CD pipelines - Data Connectors: For 200+ platforms	About iceDQ is the #1 data reliability platform offering powerful, unified capabilities for Data Testing, Data Monitoring, and Data Observability. Designed for modern data environments, iceDQ automates complex data pipelines and data migration testing to ensure accuracy, integrity, and trust in your data systems. Its AI-based observability engine continuously monitors data in real-time, quickly detecting anomalies and minimizing business risks. With robust cross-platform connectivity, iceDQ supports seamless data validation, data profiling, and data reconciliation across diverse sources — including databases, files, data lakes, SaaS applications, and cloud environments. Whether you're migrating data, ensuring ETL/ELT process quality, or monitoring live data streams, iceDQ helps enterprises deliver high-quality, reliable data at scale. From financial services to healthcare and beyond, organizations rely on iceDQ to make confident, data-driven decisions backed by trusted data pipelines.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Testers, Data Architects, ETL Developers, BI Analysts, & Operations teams	Audience Companies that need a powerful DataOps platform for testing and monitoring
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing $1000 Free Version Free Trial
Reviews/Ratings Overall 5.0 / 5 ease 4.9 / 5 features 4.9 / 5 design 4.5 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information RTTS Founded: 1996 United States www.querysurge.com	Company Information iceDQ Founded: 2005 United States icedq.com
Alternatives DataOps DataFlow Datagaps	Alternatives DataOps DataFlow Datagaps
iceDQ	QuerySurge RTTS
Keysight Eggplant Keysight Technologies	Datagaps DataOps Suite Datagaps
Tricentis Tosca Tricentis	DataBuck FirstEigen
Datagaps DataOps Suite Datagaps View All	Sesame Software View All
Categories Automated Testing Big Data Continuous Testing Data Analysis Data Governance Data Migration Data Pipeline Data Quality Data Validation Data Warehouse Database ETL Functional Testing NoSQL Database Test Management	Categories Automated Testing Big Data Data Migration Data Quality Data Validation Data Warehouse ETL
Automated Testing Features Hierarchical View Move & Copy Parameterized Testing Requirements-Based Testing Security Testing Supports Parallel Execution Test Script Reviews Unicode Compliance Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Data Quality Features Address Validation Data Deduplication Data Discovery Data Profililng Master Data Management Match & Merge Metadata Management Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Functional Testing Features Automated Testing Interface Testing Regression Testing Reporting / Analytics Sanity Testing Smoke Testing System Testing Unit Testing Test Management Features Automation Integration Collaboration Tools Pass/Fail Results Tabulation Reporting / Analytics Requirements Management Test Scheduling Test Tracking Time/Budget Tracking	Automated Testing Features Hierarchical View Move & Copy Parameterized Testing Requirements-Based Testing Security Testing Supports Parallel Execution Test Script Reviews Unicode Compliance
Integrations Cloudera Amazon DynamoDB Apache Parquet Azure Data Lake Azure Database for PostgreSQL Azure SQL Database Databricks Google Cloud BigQuery JSON Jenkins Microsoft Excel MongoDB MySQL Oracle Business Intelligence (OBIEE) Oracle Database Oracle Database@AWS SAP BusinessObjects Business Intelligence SQL Server on Azure Virtual Machines Snowflake Teradata Enterprise AgentStack Show More Integrations View All 35 Integrations	Integrations Cloudera Amazon DynamoDB Apache Parquet Azure Data Lake Azure Database for PostgreSQL Azure SQL Database Databricks Google Cloud BigQuery JSON Jenkins Microsoft Excel MongoDB MySQL Oracle Business Intelligence (OBIEE) Oracle Database Oracle Database@AWS SAP BusinessObjects Business Intelligence SQL Server on Azure Virtual Machines Snowflake Teradata Enterprise AgentStack Show More Integrations View All 2 Integrations
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