Best Data Ingestion & Integration Tools

“Tools for extracting data from source systems and loading it into analytical destinations. Covers managed ELT/ETL platforms, CDC, API connectors, iPaaS, and database replication.”

56 tools reviewed

56 results

Fivetran

Automated data movement platform with 500+ pre-built connectors

PaidManaged ELTCDCEnterprise+1

Best for Best for teams wanting zero-maintenance ...

Airbyte

Open-source ELT platform with 600+ connectors

FreemiumOpen SourceManaged ELTCDC+2

Best for Best for engineering teams wanting open-...

Stitch

Simple cloud ETL service built on Singer framework

PaidManaged ELTSingerLightweight

Best for Best for small teams with basic ELT requ...

Hevo Data

No-code real-time ELT platform with 150+ connectors

FreemiumManaged ELTNo CodeReal Time+1

Best for Best for mid-market teams wanting no-cod...

Matillion

Cloud-native ELT platform optimized for data warehouses

PaidManaged ELTVisualCloud Native+1

Best for Best for analytics engineering teams com...

Meltano

Open-source ELT framework for the DataOps-first data stack

Open SourceOpen SourceCLISinger+2

Best for Best for data engineers who want open-so...

dlt (data load tool)

Python library for declarative data loading pipelines

Open SourceOpen SourcePythonLibrary+1

Best for Best for Python developers wanting a lig...

Rivery

ELT platform with real-time processing and reverse ETL

PaidManaged ELTReal TimeReverse ETL+1

Best for Best for teams needing real-time ELT wit...

Portable

No-code ELT for niche and long-tail data connectors

PaidNo CodeNiche connectorsManaged ELT

Best for Best for teams needing connectors for ni...

Integrate.io

Low-code data integration platform with ETL, ELT, and reverse ETL

PaidLow CodeManaged ELTCDC+1

Best for Best for mid-market companies wanting a ...