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 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 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 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 Pricing can be found at QuerySurge's website. Free Version Free Trial	Pricing No information available. 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 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 Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
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 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 Data Collection Data Extraction Data Loss Prevention Data Management Data Quality Embedded Analytics ETL Marketing Analytics Mobile App Analytics Predictive Analytics Product Analytics Web Analytics
Data Quality Features Address Validation Data Deduplication Data Discovery Data Profililng Master Data Management Match & Merge Metadata Management ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features 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 Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge 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	Data Quality Features Address Validation Data Deduplication Data Discovery Data Profililng Master Data Management Match & Merge Metadata Management ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features Data Extraction Features Disparate Data Collection Document Extraction Email Address Extraction Image Extraction IP Address Extraction Phone Number Extraction Pricing Extraction Web Data Extraction Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge Web Analytics Features Campaign Management Conversion Tracking Form Analytics Goal Tracking Keyword Tracking Multiple Site Management Pageview Tracking Referral Source Tracking Site Search Tracking Time on Site Tracking User Interaction Tracking
Integrations Databricks Microsoft Power BI Tableau Azure Data Lake Azure Databricks Convert Experiences Google Cloud BigQuery IBM Cognos Analytics IBM Db2 JSON Mailchimp Transactional Email (Mandrill) MongoDB MongoDB Atlas OpenSnowcat Optimizely One Oracle Database@AWS SendGrid Strategy ONE Varify.io Y42 Show More Integrations View All 35 Integrations	Integrations Databricks Microsoft Power BI Tableau Azure Data Lake Azure Databricks Convert Experiences Google Cloud BigQuery IBM Cognos Analytics IBM Db2 JSON Mailchimp Transactional Email (Mandrill) MongoDB MongoDB Atlas OpenSnowcat Optimizely One Oracle Database@AWS SendGrid Strategy ONE Varify.io Y42 Show More Integrations View All 32 Integrations
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