Data integration (ETL / ELT) Category leader
Airbyte
Open-source data movement platform with 700+ connectors
Key features
- Prebuilt connectors
- Warehouse destinations
Data integration (ETL / ELT) Rising
Streamkap
Streaming change data capture for warehouses and real-time apps
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Streamkap streams inserts, updates and deletes from databases into warehouses, lakes and event systems using log-based CDC. It adds in-flight SQL, Python or JavaScript transforms, monitoring and alerts, and offers SaaS or bring-your-own-cloud deployment.
Key Data integration (ETL / ELT) features
- Prebuilt connectors
- Automated schema handling
- Incremental sync (not listed)
- Warehouse destinations (not listed)
- Sync monitoring and alerts
- Reverse ETL (not listed)
Also includes
- Change data capture
- Real-time streaming
- Field masking
- Self-hosted deployment
- Historical backfill
- Data lineage
- API and Terraform support
- Usage-based pricing
- Security certifications
From the vendor's own site. Not yet verified by SoftScout. A missing item may just mean we haven't confirmed it.
Data integration (ETL / ELT) Rising
Estuary
Real-time and batch data pipelines with change data capture
Key features
- Prebuilt connectors
- Reverse ETL
Data integration (ETL / ELT) Category leader
Fivetran
Managed data movement from 900+ sources into your warehouse or lake
Key features
- Prebuilt connectors
- Warehouse destinations
- Reverse ETL