🏅 Best ETL & Data Integration

Open-source change data capture framework for streaming database changes.

MySQL-to-stdout change data capture daemon.

Enterprise real-time data replication and CDC platform.

Real-time data integration and streaming analytics platform.

Data replication and ingestion tool formerly known as Attunity.

Enterprise data integration platform with CDC and replication.

Data warehouse automation platform for agile ETL development.

Visual SSIS development environment for faster ETL development.

AWS Database Migration Service for one-time and continuous replication.

Google Cloud Data Transfer Service for data movement across services.

Azure Database Migration Service for cloud and hybrid migrations.

Marketing data collection platform connecting 500+ ad sources.

Marketing ETL tool for pulling data from 100+ marketing platforms.

Marketing data integration platform for connecting ads and analytics.

Automated data integration and analytics platform for marketers.

Marketing data aggregation and ETL platform for reporting.

Automated data pipeline platform for e-commerce and marketing data.

No-code data pipeline tool for non-technical users.

No-code cloud ETL tool connecting 200+ data sources to BI tools.

Open-source cloud asset inventory and ETL using SQL queries.

Modern SQL editor with data sharing and collaboration features.

Intelligent data fabric for unifying distributed data management.

Data orchestration and engineering platform evolved from Kettle/PDI.

Workflow scheduler for managing Hadoop MapReduce and Pig jobs.

Tool for bulk transfer of data between Hadoop and relational databases.

Distributed service for collecting and moving large amounts of log data.

Spark extension for processing real-time data streams at scale.

Scalable, reliable framework for streaming data between Kafka and systems.

Fully managed Apache Kafka service on AWS.

Fully managed Kafka-compatible data streaming platform.