The Best Change Data Capture Software in 2026
We researched change data capture software from official websites, including pricing pages, plan tables, and product documentation. Rankings focus on the core job of capturing row-level database changes, value for money, and verified features such as connectors, deployment options, event delivery, and schema handling.
Our top picks
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Top ranked
Debezium#1 of 229.4/10A flexible, self-hosted CDC platform for streaming database changes across broad ecosystems.
Open source
-
Runner-up
Apache Flink CDC#2 of 229.2/10A flexible CDC foundation for teams building Flink-based streaming pipelines.
Open source
-
Top-ranked free plan
Oracle GoldenGate#3 of 229.0/10A deep enterprise CDC platform for bidirectional replication, migrations, and multicloud data movement.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 22 tools, best first
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Best forBroad, self-hosted CDC deployments
A flexible, self-hosted CDC platform for streaming database changes across broad ecosystems.
9.4/10★★★★★Visit Debezium -
Best forFlink-based streaming CDC pipelines
A flexible CDC foundation for teams building Flink-based streaming pipelines.
- Schema evolution
- Initial snapshot
9.2/10★★★★★Explore Flink CDC -
Best forEnterprise bidirectional replication
A deep enterprise CDC platform for bidirectional replication, migrations, and multicloud data movement.
9.0/10★★★★☆Explore GoldenGate -
Best forManaged CDC with flexible destinations
Managed CDC with exactly-once delivery, flexible destinations, and hybrid deployment.
- Schema evolution
- Initial snapshot
Free plan · 30-day trial Our Estuary verdict → Visit EstuaryFor vendors Sponsor this spot · #4 · $69/mo →8.8/10★★★★☆Visit Estuary -
Best forLow-code enterprise replication pipelines
A low-code platform for CDC, migrations, streaming SQL, and continuous replication.
8.7/10★★★★☆Visit Striim -
Best forGoogle Cloud data replication
A cloud-focused CDC service for near-real-time replication into Google Cloud destinations.
8.6/10★★★★☆Visit Google Cloud -
Best forComplex hybrid replication topologies
A broad CDC and replication suite for complex hybrid data environments.
8.4/10★★★★☆Visit Precisely -
Best forOracle-centered active-active replication
A mature CDC and replication platform for Oracle-centered, multi-way database environments.
8.3/10★★★★☆Try Quest SharePlex -
Best forUsage-priced managed CDC
A usage-priced managed CDC platform with Flink, Debezium connectors, and serverless deployment.
- Initial snapshot
8.1/10★★★★☆Visit Decodable -
Best forPostgreSQL-to-analytics CDC
A PostgreSQL-focused CDC product with open-source deployment and managed paid tiers.
8.0/10★★★★☆Visit PeerDB -
Best forTraditional self-hosted database replication
A self-hosted choice for continuous database replication across supported targets.
- Initial snapshot
7.9/10★★★★☆Visit site -
Best forMySQL-focused open-source CDC
A focused, self-hosted CDC system for MySQL binlog streams and downstream delivery.
- Schema evolution
7.8/10★★★★☆Visit Canal -
Best forPostgreSQL event delivery to many sinks
Open-source PostgreSQL CDC with broad sink coverage and self-hosted operations.
- Initial snapshot
7.7/10★★★★☆Visit Sequin -
Best forTiDB ecosystem replication
A focused, self-hosted CDC tool for replicating TiDB changes across databases, streams, and storage.
- Schema evolution
- Initial snapshot
7.6/10★★★★☆Visit PingCAP -
Best forSmall MySQL and PostgreSQL CDC setups
A focused, open-source CDC daemon for small self-hosted database pipelines.
- Schema evolution
- Initial snapshot
7.5/10★★★★☆Visit dbmazz -
Best forSimple MySQL change streaming
A focused, self-hosted option for streaming MySQL row changes as JSON.
- Schema evolution
- Initial snapshot
7.4/10★★★★☆Try Maxwell's Daemon -
Best forLow-code CDC with PII controls
A focused low-code CDC tool for real-time database changes and PII controls.
- Schema evolution
7.3/10★★★★☆Visit Tantor -
Best forOracle redo-log CDC
A focused Oracle redo-log CDC tool for self-managed Linux pipelines.
- Schema evolution
7.2/10★★★★☆Visit site -
Best forPostgreSQL replication with custom targets
A focused self-hosted CDC tool for PostgreSQL replication and custom targets.
- Schema evolution
- Initial snapshot
7.1/10★★★★☆Visit pgstream -
Best forLow-latency Oracle or MySQL event transport
A specialized self-hosted CDC system for ordered, replayable Oracle and MySQL events.
- Initial snapshot
6.9/10★★★☆☆Try LinkedIn Databus -
Best forSmall teams needing graphical CDC setup
A graphical, log-based CDC option for four databases, with masking and schema-drift alerts.
6.8/10★★★☆☆Visit IRI Ripcurrent -
Best forOrganizations using SAP for content management
A strong SAP content management system, but not a change data capture product.
3.0/10★★☆☆☆Visit OpenText
No tools match those filters.
Compare at a glance
| # | Tool | Paid from | Deployment model | Capture method | Score |
|---|---|---|---|---|---|
| 1 | Debezium | Free | 9.4 | ||
| 2 | Apache Flink CDC | Free | Self-hosted | Log-based | 9.2 |
| 3 | Oracle GoldenGate | $1.34/unit usage-based | 9.0 | ||
| 4 | Estuary | Hybrid | Log-based | 8.8 | |
| 5 | Striim | 8.7 | |||
| 6 | Google Cloud Datastream | 8.6 | |||
| 7 | Precisely Connect | 8.4 | |||
| 8 | Quest SharePlex | 8.3 | |||
| 9 | Decodable | $0.10/unit usage-based | Hybrid | Log-based | 8.1 |
| 10 | PeerDB | $250/mo | 8.0 | ||
| 11 | IBM CDC Replication | Self-hosted | 7.9 | ||
| 12 | Canal | Free | Self-hosted | Log-based | 7.8 |
| 13 | Sequin | Free | Self-hosted | Log-based | 7.7 |
| 14 | TiCDC | Free | Self-hosted | Log-based | 7.6 |
| 15 | dbmazz | Free | Self-hosted | Log-based | 7.5 |
| 16 | Maxwell's Daemon | Free | Self-hosted | Log-based | 7.4 |
| 17 | Tantor Low-Code CDC | Hybrid | Log-based | 7.3 | |
| 18 | OpenLogReplicator | Free | Self-hosted | Log-based | 7.2 |
| 19 | pgstream | Free | Self-hosted | Log-based | 7.1 |
| 20 | LinkedIn Databus | Free | Self-hosted | Log-based | 6.9 |
| 21 | IRI Ripcurrent | 6.8 | |||
| 22 | SAP Extended Enterprise Content Management by OpenText | 3.0 |
Head-to-head All 22 comparisons →
- Debezium vs Apache Flink CDC
- Debezium vs Oracle GoldenGate
- Debezium vs Estuary
- Debezium vs Striim
- Debezium vs Google Cloud Datastream
- Debezium vs Precisely Connect
- Debezium vs Quest SharePlex
- Apache Flink CDC vs Oracle GoldenGate
- Apache Flink CDC vs Estuary
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How we rank change data capture software
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update