96 tools · 42 open-source · 54 SaaS
The best data pipeline & ETL tools. Page 2 of 2.
Last updated October 3, 2026 · ranked by GitHub stars, growth and recent commits
Data pipeline & ETL tools 49–96 of 96

Astronomer
Data Pipelines & ETL
Managed Apache Airflow platform for orchestrating data pipelines
SaaS
Atlan
Data Pipelines & ETL
Active metadata platform and data catalog for discovery and governance
SaaS
AWS Glue
Data Pipelines & ETL
Serverless data integration service on AWS for ETL jobs and data catalogs
SaaS
Azure Data Factory
Data Pipelines & ETL
Managed Azure service for building data integration and ETL pipelines
SaaS
Azure Synapse Analytics
Databases
Microsoft analytics service combining data warehousing, big data and data integration
SaaS
Bigeye
Data Pipelines & ETL
Data observability platform for monitoring data quality and pipeline health
SaaS
Cloudera
Data Pipelines & ETL
Hybrid data platform for data engineering, warehousing and machine learning on Hadoop and Spark
SaaS
Clura
Workflow Automation
No-code tool to extract, enrich and monitor website data and send it to your team's tools
SaaS
Coalesce
Data Pipelines & ETL
Column-aware data transformation platform for building warehouse pipelines
SaaS
Collibra
Data Pipelines & ETL
Data intelligence and governance platform with catalog, lineage and quality tools
SaaS
Confluent
Data Pipelines & ETL
Managed Apache Kafka platform for streaming data in the cloud
SaaS
Coupler.io
Data Pipelines & ETL
Data integration tool that exports business data to spreadsheets, BI tools and warehouses
SaaS
crawlable.app
Data Pipelines & ETL
Turns any website into clean, structured data without writing scrapers
SaaS
Crawlbyte
Data Pipelines & ETL
Extracts public web data at scale without writing code, billed per successful task
SaaS
Crawlkit
API Tools
Web crawling API for extracting public data from URLs and social and app store platforms
SaaS
Databricks
Data Pipelines & ETL
Lakehouse platform for data engineering, analytics and machine learning
SaaS
Dataddo
Data Pipelines & ETL
No-code data integration platform that syncs apps to warehouses and dashboards
SaaS
Dataedo
Database Tools
Data catalog and database documentation tool that generates schema docs and ER diagrams
SaaS
Datafold
Data Pipelines & ETL
Data diffing and migration platform that tests data changes before deployment
SaaS
DataLens
Workflow Automation
Browser extension that turns on-screen page data into tables exportable to Excel, CSV or JSON
SaaS
DataSpline
Data Pipelines & ETL
Pay-per-check keyword research tool that returns search volume, a year of trend data, competition ratings, and CPC…
SaaSDenodo
Data Pipelines & ETL
Data virtualization and logical data management platform
SaaS
Estuary
Data Pipelines & ETL
Real-time data pipeline platform that unifies CDC, streaming and batch ELT
SaaS
Fivetran
Data Pipelines & ETL
Managed data pipeline service that syncs SaaS and database sources to warehouses
SaaS
Funnel
Data Pipelines & ETL
Marketing data hub that collects ad platform data for reporting and BI
SaaS
Google Cloud Dataflow
Data Pipelines & ETL
Managed stream and batch data processing service on Google Cloud based on Apache Beam
SaaS
Hevo Data
Data Pipelines & ETL
No-code data pipeline platform for replicating data into warehouses and lakes
SaaS
Hightouch
Data Pipelines & ETL
Reverse ETL and composable customer data platform that syncs warehouse data to tools
SaaS
IBM DataStage
Data Pipelines & ETL
Enterprise ETL tool for designing and running data integration jobs
SaaS
Improvado
Data Pipelines & ETL
Marketing data pipeline platform that aggregates ad and analytics data
SaaS
Informatica
Data Pipelines & ETL
Enterprise data integration, quality and governance platform
SaaS
Keboola
Data Pipelines & ETL
Cloud data operations platform for ETL, transformation and orchestration
SaaS
Matillion
Data Pipelines & ETL
Cloud data integration and transformation platform for loading data into warehouses
SaaS
Microsoft Fabric
Data Pipelines & ETL
Unified analytics platform combining data engineering, warehousing and Power BI
SaaS
Monte Carlo
Data Pipelines & ETL
Data observability platform that detects broken pipelines and data quality issues
SaaS
mParticle
Analytics
Customer data platform that collects and routes first-party event data
SaaS
Oracle GoldenGate
Data Pipelines & ETL
Real-time data replication and change data capture software from Oracle
SaaS
Pentaho
Data Pipelines & ETL
Data integration and analytics platform from Hitachi Vantara
SaaS
QuerySurge
Testing & QA
Automated data testing tool for validating ETL and data warehouse loads
SaaS
Rivery
Data Pipelines & ETL
Cloud data integration and orchestration platform for ELT and reverse ETL
SaaS
Segment
Data Pipelines & ETL
Customer data platform that collects events and routes them to marketing and analytics tools
SaaS
Snowflake
Databases
Cloud data platform for warehousing, data sharing and analytics
SaaS
Starburst
Databases
Data lakehouse analytics platform built on the Trino query engine
SaaS
Stitch
Data Pipelines & ETL
Cloud ETL service that replicates data from SaaS apps and databases into warehouses
SaaS
Striim
Data Pipelines & ETL
Real-time data integration and streaming platform with change data capture
SaaS
Supermetrics
Data Pipelines & ETL
Connectors that move marketing data into spreadsheets, BI tools and warehouses
SaaS
Talend
Data Pipelines & ETL
Data integration, quality and governance platform now part of Qlik
SaaS
Tinybird
Databases
Real-time analytics database that turns SQL queries into API endpoints
SaaS