Best ETL & Data Integration Tools

Explore leading tools in the ETL & Data Integration category, including open-source options and SaaS products. Compare features, use cases, and find the best fit for your workflow.

9 open-source projects · 6 SaaS products

Top open-source ETL & Data Integration

These projects are active, self-hostable choices for knowledge management teams evaluating alternatives to SaaS tools.

View all 9 open-source options
Apache Spark logo

Apache Spark

Fast, unified engine for large-scale data analytics

Stars
42,415
License
Apache-2.0
Last commit
3 days ago
ScalaActive
Airbyte logo

Airbyte

Data integration platform for ELT pipelines from any source

Stars
20,155
License
Unknown
Last commit
3 days ago
PythonActive
Apache SeaTunnel logo

Apache SeaTunnel

Multimodal distributed data integration for massive-scale synchronization

Stars
8,928
License
Apache-2.0
Last commit
3 days ago
JavaActive
CloudQuery logo

CloudQuery

High-performance ELT framework powered by Apache Arrow

Stars
6,257
License
MPL-2.0
Last commit
3 days ago
GoActive
CocoIndex logo

CocoIndex

Ultra-performant data transformation framework for AI pipelines

Stars
3,486
License
Apache-2.0
Last commit
3 days ago
RustActive
Meltano logo

Meltano

Declarative code-first data integration engine for modern pipelines

Stars
2,279
License
MIT
Last commit
4 days ago
PythonActive
Most starred project
42,415★

Fast, unified engine for large-scale data analytics

Recently updated
3 days ago

CloudQuery is a composable data movement framework that extracts from cloud infrastructure and SaaS APIs to any destination, running entirely on your infrastructure.

Dominant language
Go • 3 projects

Expect a strong Go presence among maintained projects.

Popular SaaS Platforms to Replace

Understand the commercial incumbents teams migrate from and how many open-source alternatives exist for each product.

Airbyte logo

Airbyte

Open-source data integration engine for ELT pipelines across data sources

ETL & Data Integration
Alternatives tracked
6 alternatives
Azure Data Factory logo

Azure Data Factory

Cloud-based data integration service to create, schedule, and orchestrate ETL/ELT data pipelines at scale

ETL & Data Integration
Alternatives tracked
7 alternatives
Fivetran logo

Fivetran

Managed ELT data pipelines into warehouses

ETL & Data Integration
Alternatives tracked
7 alternatives
Hevo Data logo

Hevo Data

No-code ETL and data integration platform for analytics-ready data

ETL & Data Integration
Alternatives tracked
7 alternatives
Matillion logo

Matillion

Cloud-native ETL for data integration and transformation

ETL & Data Integration
Alternatives tracked
7 alternatives
Talend Data Fabric logo

Talend Data Fabric

Complete data management platform combining integration, quality, and governance

ETL & Data Integration
Alternatives tracked
7 alternatives
Most compared product
7 open-source alternatives

Azure Data Factory is a fully managed, serverless data integration service that allows users to create data-driven workflows (pipelines) for orchestrating and automating data movement and transformation. It supports connecting to on-premises and cloud data sources, enabling ETL/ELT operations for analytics and BI, with a code-free UI and the ability to schedule and monitor data pipelines to integrate data across various sources and destinations.

Leading hosted platforms

Frequently replaced when teams want private deployments and lower TCO.

Explore related categories

Browse neighbouring categories in Data Engineering to widen your evaluation.