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
Estuary
Real-time and batch data pipelines with change data capture
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Estuary captures data from databases, SaaS apps and files with log-based CDC and delivers it to warehouses and other destinations in real time or on a batch schedule. It supports private and bring-your-own-cloud deployment and has a free tier.
Key Data integration (ETL / ELT) features
- Prebuilt connectors
- Automated schema handling (not listed)
- Incremental sync (not listed)
- Warehouse destinations (not listed)
- Sync monitoring and alerts (not listed)
- Reverse ETL
Also includes
- Change data capture
- Flexible scheduling
- Real-time streaming
- Self-hosted deployment
- Historical backfill
- Role-based access
- File and spreadsheet sources
- 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) Category leader
Fivetran
Managed data movement from 900+ sources into your warehouse or lake
Key features
- Prebuilt connectors
- Warehouse destinations
- Reverse ETL
Data integration (ETL / ELT) Category leader
Hevo Data
No-code ELT pipelines with built-in transformations
Key features
- Prebuilt connectors
- Automated schema handling
- Warehouse destinations
- Sync monitoring and alerts