Data Pipeline Tools

The best tools for ingesting and moving data from any source into your data warehouse.

FI
Fivetran
Automated data integration platform that replicates data into your warehouse.
PipelinesELTconnectors
AI
Airbyte
Open-source data integration engine with 300+ connectors for ELT pipelines.
Pipelinesopen-sourceELT
ME
Meltano
Open-source, declarative ELT framework built on Singer taps and targets.
Pipelinesopen-sourceELT
DL
dlt
Python-native open-source library for building self-maintaining data ingestion pipelines.
Pipelinesopen-sourcePython
AW
AWS Glue
Serverless AWS ETL service with a data catalog and 100+ source connectors.
PipelinesserverlessAWS
AZ
Azure Data Factory
Managed cloud ETL/ELT service for orchestrating data movement across 90+ connectors.
PipelinesmanagedAzure
ST
Stitch
Cloud ETL service with 100+ pre-built connectors for loading data into warehouses.
PipelinesmanagedELT
ES
Estuary Flow
Real-time CDC and streaming ELT platform with sub-100ms latency and 200+ connectors.
Pipelinesreal-timeCDC
HE
Hevo Data
No-code managed ELT platform with 150+ connectors and automated schema management.
Pipelinesno-codemanaged
MA
Matillion
Cloud-native ELT platform with AI-assisted pipeline building for cloud data warehouses.
Pipelinescloud-nativeELT

10 tools