QuerySurge vs. Snowplow Analytics 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 Snowplow is a best-in-class data collection platform built for Data Teams. With Snowplow you can collect rich, high-quality event data from all your platforms and products. Your data is available in real-time and is delivered to your data warehouse of choice where it can easily be joined with other data sets and used to power BI tools, custom reports or machine learning models. The Snowplow pipeline runs in your cloud account (AWS and/or GCP), giving you complete ownership of your data. Snowplow frees you to ask and answer any questions relevant to your business and use case, using your preferred tools and technologies.
Platforms Supported Windows Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Testers, Data Architects, ETL Developers, BI Analysts, & Operations teams	Audience Snowplow is ideal for data teams who want to manage the collection and warehousing of data across all their platforms and products
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Pricing can be found at QuerySurge's website. Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Supported
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 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Quick Ramp up time. Quick Support. Documentation. Certifications that can be earned for the product. QuerySurge offers in depth analysis of your data sets and provides meaningful feedback on discrepancies it finds and can be automated to correct said entries. The AI wizard is very helpful in creating test cases. There is so much this software can do and even with all its features it's still relatively simple to use. No SQL is necessary with the QuerySurge Wizard which is very helpful for any user to be able to use this software. QuerySurge is a great product. As a ETL Tester the tool allowed me to seamlessly connect to my source and target databases. Supports a ton of technology from Oracle DBs to flat files. Highly recommended for any data related testing. QuerySurge is a tool that was very easy to navigate and ensures the validation of big data as well as all types of data. The QuerySurge Wizard option allows you to validate your data without any knowledge of SQL which is amazing! This tool also allows you to have various connections to retrieve data from, giving a plethora of options! Cons I have not had any significant problems that support could not explain very easily. Can feel a bit daunting at times with how many features are available but they provide fantastic customer support and certification courses to assist the user. There are so many different features which at first can be overwhelming for the lay person but thankfully after a short while the features become intuitive and an invaluable resource for obtaining meaningful data from such large sets. UI seems a bit old fashioned. Some times navigation seems a little confusing. Don't worry though support team helps out with any issues you have! QuerySurge has too many features! This is definitely a good thing once you get used to it, but at first it can be a little tricky! Once you get all the features down, QuerySurge becomes the most powerful tool to use!
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information RTTS Founded: 1996 United States www.querysurge.com	Company Information Snowplow Analytics Founded: 2012 United Kingdom snowplowanalytics.com
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Categories Automated Testing Supported Big Data Supported Continuous Testing Supported Data Analysis Supported Data Governance Supported Data Migration Supported Data Pipeline Supported Data Quality Supported Data Validation Supported Data Warehouse Supported Database Supported ETL Supported Functional Testing Supported NoSQL Database Supported Test Management Supported	Categories Data Collection Supported Data Extraction Supported Data Loss Prevention Supported Data Management Supported Data Quality Supported Embedded Analytics Supported ETL Supported Marketing Analytics Supported Mobile App Analytics Supported Predictive Analytics Supported Product Analytics Supported Web Analytics Supported
Data Quality Features Address Validation Not Supported Data Deduplication Not Supported Data Discovery Supported Data Profililng Not Supported Master Data Management Not Supported Match & Merge Not Supported Metadata Management Not Supported ETL Features Data Analysis Supported Data Filtering Not Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Not Supported Metadata Management Not Supported Non-Relational Transformations Not Supported Version Control Supported Show More Features Automated Testing Features Hierarchical View Supported Move & Copy Supported Parameterized Testing Supported Requirements-Based Testing Supported Security Testing Not Supported Supports Parallel Execution Supported Test Script Reviews Not Supported Unicode Compliance Not Supported Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Not Supported Data Mining Not Supported Data Visualization Not Supported Data Warehousing Not Supported High Volume Processing Not Supported No-Code Sandbox Not Supported Predictive Analytics Supported Templates Not Supported Data Analysis Features Data Discovery Not Supported Data Visualization Not Supported High Volume Processing Not Supported Predictive Analytics Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Not Supported Data Warehouse Features Ad hoc Query Not Supported Analytics Not Supported Data Integration Not Supported Data Migration Not Supported Data Quality Control Supported ETL - Extract / Transfer / Load Not Supported In-Memory Processing Not Supported Match & Merge Not Supported Functional Testing Features Automated Testing Supported Interface Testing Not Supported Regression Testing Supported Reporting / Analytics Supported Sanity Testing Not Supported Smoke Testing Supported System Testing Not Supported Unit Testing Not Supported Test Management Features Automation Integration Supported Collaboration Tools Not Supported Pass/Fail Results Tabulation Supported Reporting / Analytics Supported Requirements Management Not Supported Test Scheduling Supported Test Tracking Supported Time/Budget Tracking Not Supported	Data Quality Features Address Validation Not Supported Data Deduplication Supported Data Discovery Supported Data Profililng Supported Master Data Management Supported Match & Merge Supported Metadata Management Supported ETL Features Data Analysis Not Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Show More Features Data Extraction Features Disparate Data Collection Supported Document Extraction Not Supported Email Address Extraction Supported Image Extraction Not Supported IP Address Extraction Supported Phone Number Extraction Supported Pricing Extraction Not Supported Web Data Extraction Supported Data Management Features Customer Data Supported Data Analysis Not Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Supported Match & Merge Supported Web Analytics Features Campaign Management Not Supported Conversion Tracking Supported Form Analytics Not Supported Goal Tracking Supported Keyword Tracking Supported Multiple Site Management Supported Pageview Tracking Supported Referral Source Tracking Supported Site Search Tracking Supported Time on Site Tracking Supported User Interaction Tracking Supported
Integrations Databricks Supported Microsoft Power BI Supported Tableau Supported BlueSwan Supported CallRail Not Supported Cloudera Supported Data Virtuality Not Supported Google Analytics Not Supported GrowthBook Not Supported IBM Cognos Analytics Supported Iteratively Not Supported Microsoft Excel Supported Mitzu Not Supported MongoDB Supported SAP HANA Supported SAP HANA Cloud Supported SQL Server on Azure Virtual Machines Supported Strategy ONE Supported Teradata Enterprise AgentStack Supported Unbounce Not Supported Show More Integrations View All 35 Integrations	Integrations Databricks Supported Microsoft Power BI Supported Tableau Supported BlueSwan Not Supported CallRail Supported Cloudera Not Supported Data Virtuality Supported Google Analytics Supported GrowthBook Supported IBM Cognos Analytics Not Supported Iteratively Supported Microsoft Excel Not Supported Mitzu Supported MongoDB Not Supported SAP HANA Not Supported SAP HANA Cloud Not Supported SQL Server on Azure Virtual Machines Not Supported Strategy ONE Not Supported Teradata Enterprise AgentStack Not Supported Unbounce Supported Show More Integrations View All 32 Integrations
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