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Best Change Data Capture Software 2026
When data changes in a source system, change data capture tools can carry those updates toward other systems. Compared on capture method, source and destination connectors, and deployment model, the entries also distinguish initial snapshot handling and schema evolution. Free-plan availability and paid-from pricing add useful cost context. Apache Flink CDC, Estuary, and Striim are among the products covered. Check whether the listed connectors match the systems you need to link, and consider how each tool captures changes and handles evolving data structures. These details can help you assess fit for the data flows you need to support.
02
PeerDB
PeerDB may suit teams moving Postgres data to its actively maintained destinations or seeking a self-deployed, AGPL-3.0 option.
WebAPISelf-hosted Record5.2 Visit
03
TiCDC
TiCDC suits teams using TiDB that need change-data feeds, disaster recovery, or replication to other databases and storage systems.
MacLinuxAPI+1 Record5.0 Visit
04
Google Cloud Datastream
Datastream may suit teams moving ongoing database changes and historical data into analytics or other supported destinations.
WebAPI Record4.9 Visit
05
Decodable
Decodable suits data engineers, application developers, and data scientists building real-time applications and services.
WebAPISelf-hosted Record4.8 Visit
7
Striim
WebAPISelf-hosted Free plan Record4.8 Visit The Developer plan is aimed at learning and small-scale use.
8
Apache Flink CDC
WindowsMacLinux+1 Free plan Record4.7 Visit It suits teams needing self-hosted change-data capture and synchronization across databases and streaming destinations.
9
Canal
MacLinuxAPI+1 Free plan Record4.7 Visit Canal suits teams that need to capture MySQL changes for downstream databases, caches, queues, or business logic.
10
dbmazz
MacLinuxSelf-hosted Free plan Record4.7 Visit It suits teams seeking PostgreSQL change-data capture without operating a streaming platform.
11
Debezium
WindowsLinuxAPI+1 Free plan Record4.7 Visit Debezium suits developers and teams that need database changes delivered as events to applications or messaging systems.
12
pgstream
MacLinuxSelf-hosted Free plan Record4.7 Visit pgstream suits teams that need to replicate PostgreSQL changes to other systems or keep staging data current.
13
Sequin
WebLinuxAPI+1 Free plan Record4.7 Visit Sequin may suit developers and teams that need to stream Postgres changes into queues, search systems, or other destinations and can run self-hosted software.
14
LinkedIn Databus
WebAPISelf-hosted Free plan Record4.5 Visit Databus suits data teams routing primary database changes to derived stores such as indexes, caches, and read replicas.
15
OpenLogReplicator
LinuxSelf-hosted Free plan Record4.4 Visit It suits teams self-hosting Oracle CDC on Linux and routing changes to streaming, file, or network targets.
16
Maxwell's Daemon
LinuxSelf-hosted Free plan Record4.1 Visit It suits teams building self-hosted MySQL change-data pipelines, audits, caches, indexes, or service integrations.
17
Oracle GoldenGate
WebLinux $1.34 a month Record3.7 Visit GoldenGate suits organizations that need database change capture and replication across varied systems or regions.
18
Tantor Low-Code CDC
WebSelf-hosted — Record3.7 Visit It suits regulated-industry teams that need governed, real-time database change streams without coding.
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