Tools

Change data capture

9 tools compared: how each is priced, where it runs, and what to consider instead.

Tool Pricing model Free tier Open source
Artie Managed real-time data replication that streams row-level database changes to a warehouse with sub-minute latency. Usage-based Yes No
AWS Database Migration Service AWS's managed service for one-time database migration and ongoing log-based change data capture replication. Usage-based Yes No
Debezium Open-source distributed platform for log-based change data capture, streaming database changes into Apache Kafka. Open source + paid Yes Yes
Decodable Fully managed stream-processing platform built on Apache Flink and Debezium for CDC pipelines and real-time transformation. Usage-based Yes No
Maxwell's Daemon Open-source application that reads MySQL binlogs and writes each change as JSON to Kafka, Kinesis or similar streams. Open source + paid Yes Yes
Oracle GoldenGate Oracle's log-based data replication and change data capture technology for real-time database synchronization and migration. Quote only No No
Qlik Replicate Log-based change data capture and replication engine for moving data from enterprise databases and mainframes with minimal source impact. Quote only No No
Streamkap Managed streaming CDC platform that replicates database changes to warehouses and lakes in under a second. Usage-based Yes No
Striim Real-time data integration platform combining log-based CDC with in-flight stream processing, available self-hosted or as managed cloud. Free tier + paid Yes No

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