Astro by Astronomer vs. QuerySurge Comparison


Astro by Astronomer Astronomer	QuerySurge RTTS	+	+
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About For data teams looking to increase the availability of trusted data, Astronomer provides Astro, a modern data orchestration platform, powered by Apache Airflow, that enables the entire data team to build, run, and observe data pipelines-as-code. Astronomer is the commercial developer of Airflow, the de facto standard for expressing data flows as code, used by hundreds of thousands of teams across the world.	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
Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	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
Audience Data-Driven Teams Looking for a Fully-Managed Data Orchestration Solution	Audience Testers, Data Architects, ETL Developers, BI Analysts, & Operations teams
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Pricing can be found at QuerySurge's website. Free Version Not Supported Free Trial Supported
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	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
	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 Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Astronomer Founded: 2018 United States www.astronomer.io	Company Information RTTS Founded: 1996 United States www.querysurge.com
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Categories Big Data Supported Data Extraction Supported Data Governance Supported Data Management Supported Data Pipeline Supported Data Preparation Supported DevOps Supported Integration Supported	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
Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Supported Data Mining Not Supported Data Visualization Not Supported Data Warehousing Not Supported High Volume Processing Supported No-Code Sandbox Not Supported Predictive Analytics Not Supported Templates Not Supported Show More Features Data Extraction Features Disparate Data Collection Supported Document Extraction Not Supported Email Address Extraction Not Supported Image Extraction Not Supported IP Address Extraction Not Supported Phone Number Extraction Not Supported Pricing Extraction Not Supported Web Data Extraction Not Supported Data Management Features Customer Data Not Supported Data Analysis Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Not Supported Match & Merge Not Supported Data Preparation Features Collaboration Tools Not Supported Data Access Not Supported Data Blending Not Supported Data Cleansing Supported Data Governance Supported Data Mashup Supported Data Modeling Not Supported Data Transformation Supported Machine Learning Not Supported Visual User Interface Not Supported Integration Features Dashboard Supported ETL - Extract / Transform / Load Supported Metadata Management Supported Multiple Data Sources Supported Web Services 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 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 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 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 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 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 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
Integrations Databricks Supported MongoDB Supported MySQL Supported SQL Server Supported Snowflake Supported Tableau Supported Apache Druid Supported Apache Hive Supported Apache Parquet Not Supported Apache Pinot Supported Azure SQL Database Not Supported Elasticsearch Supported Exasol Supported Facebook Supported Microsoft Azure Supported Microsoft Excel Not Supported Opsgenie Supported Oracle Business Intelligence (OBIEE) Not Supported SQLite Supported SendGrid Supported Show More Integrations View All 57 Integrations	Integrations Databricks Supported MongoDB Supported MySQL Supported SQL Server Supported Snowflake Supported Tableau Supported Apache Druid Not Supported Apache Hive Not Supported Apache Parquet Supported Apache Pinot Not Supported Azure SQL Database Supported Elasticsearch Not Supported Exasol Not Supported Facebook Not Supported Microsoft Azure Not Supported Microsoft Excel Supported Opsgenie Not Supported Oracle Business Intelligence (OBIEE) Supported SQLite Not Supported SendGrid Not Supported Show More Integrations View All 35 Integrations
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