Apache Druid vs. StarTree vs. dbForge Data Compare for MySQL Comparison


Apache Druid Druid	StarTree	dbForge Data Compare for MySQL Devart	+
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About Apache Druid is an open source distributed data store. Druid’s core design combines ideas from data warehouses, timeseries databases, and search systems to create a high performance real-time analytics database for a broad range of use cases. Druid merges key characteristics of each of the 3 systems into its ingestion layer, storage format, querying layer, and core architecture. Druid stores and compresses each column individually, and only needs to read the ones needed for a particular query, which supports fast scans, rankings, and groupBys. Druid creates inverted indexes for string values for fast search and filter. Out-of-the-box connectors for Apache Kafka, HDFS, AWS S3, stream processors, and more. Druid intelligently partitions data based on time and time-based queries are significantly faster than traditional databases. Scale up or down by just adding or removing servers, and Druid automatically rebalances. Fault-tolerant architecture routes around server failures.	About StarTree, powered by Apache Pinot™, is a fully managed real-time analytics platform built for customer-facing applications that demand instant insights on the freshest data. Unlike traditional data warehouses or OLTP databases—optimized for back-office reporting or transactions—StarTree is engineered for real-time OLAP at true scale, meaning: - Data Volume: query performance sustained at petabyte scale - Ingest Rates: millions of events per second, continuously indexed for freshness - Concurrency: thousands to millions of simultaneous users served with sub-second latency With StarTree, businesses deliver always-fresh insights at interactive speed, enabling applications that personalize, monitor, and act in real time.	About dbForge Data Compare for MySQL is a fast, easy-to-use tool to compare and synchronize data of MySQL, MariaDB and Percona databases. The tool provides clear view of differences between data, allows analyzing them, generates synchronization script and applies changes at a glance. It also allows scheduling regular MySQL data comparisons using command line. Key Features: * AI Assistant integration * Support of all MySQL versions * Support of MariaDB * Percona Support * Custom mapping of tables, columns, and views * Convenient comparison wizard * Full control of data synchronization * Integrated SQL editor * Code completion and SQL Code Formatter. These features offer the extended list of suggestions during the typing of SQL code and object information on different database objects. Profile formatting capabilities allow users to create new profiles and edit the existing ones easier than ever
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	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 Companies and users looking for an open source distributed data store solution for database analysis	Audience Companies with up to petabytes of data needing to run high queries-per-second (QPS) workloads	Audience Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing 89.95$ Free Version Free Trial
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Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Druid Founded: 2013 druid.apache.org/technology	Company Information StarTree Founded: 2019 United States www.startree.ai	Company Information Devart Founded: 1997 United States of America www.devart.com/dbforge/mysql/datacompare/
Alternatives StarTree	Alternatives CelerData Cloud CelerData	Alternatives dbForge Schema Compare for MySQL Devart
Amazon Timestream Amazon	StarRocks	dbForge Edge Devart
Apache Drill The Apache Software Foundation	Databricks Data Intelligence Platform Databricks	OraDump-to-MySQL Intelligent Converters
CelerData Cloud CelerData	ClickHouse	dbForge Data Generator for MySQL Devart
Imply View All	Snowflake View All	dbForge Documenter for MySQL Devart View All
Categories Big Data Columnar Databases Data Warehouse OLAP Databases Real-Time Analytic Databases Relational Database Time Series Databases	Categories Auto Scaling Big Data Columnar Databases Data Analysis Data Management Database Database as a Service (DBaaS) Database Management Systems (DBMS) OLAP Databases Query Engines Real-Time Analytic Databases Real-Time Data Streaming Root Cause Analysis Streaming Analytics	Categories Database
	Show More Features 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 Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization Streaming Analytics Features Data Enrichment Data Wrangling / Data Prep Multiple Data Source Support Process Automation Real-time Analysis / Reporting Visualization Dashboards	Show More Features Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization
Integrations Acryl Data Amazon Kinesis Amundsen Apache Airflow Apache Kafka Apache Pinot Apache Pulsar Apache Superset Azure Marketplace Cloudera Data Warehouse Databricks Data Intelligence Platform Deep.BI Gravity Data Hadoop Hue Imply OpenMetadata Snowflake StrongDM Show More Integrations View All 26 Integrations	Integrations Acryl Data Amazon Kinesis Amundsen Apache Airflow Apache Kafka Apache Pinot Apache Pulsar Apache Superset Azure Marketplace Cloudera Data Warehouse Databricks Data Intelligence Platform Deep.BI Gravity Data Hadoop Hue Imply OpenMetadata Snowflake StrongDM Show More Integrations View All 18 Integrations	Integrations Acryl Data Amazon Kinesis Amundsen Apache Airflow Apache Kafka Apache Pinot Apache Pulsar Apache Superset Azure Marketplace Cloudera Data Warehouse Databricks Data Intelligence Platform Deep.BI Gravity Data Hadoop Hue Imply OpenMetadata Snowflake StrongDM Show More Integrations View All 1 Integration
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