Data integration (ETL / ELT) Category leader
Airbyte
Open-source data movement platform with 700+ connectors
Key features
- Prebuilt connectors
- Warehouse destinations
Our picks · 5 tools reviewed
Best Data integration (ETL / ELT) software for 2026
Moves data from apps and databases into a central place like a warehouse, on a schedule or in real time. Below: the names buyers expect to see, the newer tools gaining ground, and how their key features and prices compare. How we pick; nobody pays for a place here.
| Feature |
|
|
|
|
|
|---|---|---|---|---|---|
| Pricing | Free plan $20/mo | Free plan | Free plan | Free plan $0.50/GB + $100/connector/mo | Free plan $250/mo |
| Best for | — | — | — | — | — |
| Team size | 2–500+ people | 51–500+ people | 2–500 people | 2–500+ people | 2–500 people |
| Prebuilt connectors | Yes | Yes | Yes | Yes | Yes |
| Automated schema handling | Not listed | Not listed | Yes | Not listed | Yes |
| Incremental sync | Not listed | Not listed | Not listed | Not listed | Not listed |
| Warehouse destinations | Yes | Yes | Yes | Not listed | Not listed |
| Sync monitoring and alerts | Not listed | Not listed | Yes | Not listed | Yes |
| Reverse ETL | Not listed | Yes | Not listed | Yes | Not listed |
| Visit | Visit | Visit | Visit | Visit | Visit |
Category leaders
The best-known data integration (ETL / ELT) tools: the ones most buyers shortlist.
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
Rising picks
Newer tools with real traction and a clear difference from the leaders.
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) Rising
Streamkap
Streaming change data capture for warehouses and real-time apps
Key features
- Prebuilt connectors
- Automated schema handling
- Sync monitoring and alerts