Best ETL & ELT Pipelines Tools in 2026

We've reviewed and ranked the top etl & elt pipelines tools based on features, pricing, user ratings, and our hands-on testing.

dbt

Analytics engineering tool

⭐ 4.7/5

Visit dbt → Free/$100+/mo

Automated data integration

⭐ 4.5/5

Visit Fivetran → Free/$1+/credit

Data orchestration platform

⭐ 4.5/5

Visit Dagster → Free/Custom

Reverse ETL platform

⭐ 4.5/5

Visit Census → Free/$800+/mo

Unified analytics engine for large-scale data

⭐ 4.4/5

Visit Apache Spark → Free (open source)

Stream and batch processing framework

⭐ 4.4/5

Visit Apache Flink → Free (open source)

Managed stream processing platform

⭐ 4.4/5

Visit Decodable → Free / Usage-based

No-code data pipeline platform

⭐ 4.4/5

Visit Hevo Data → Free / $239+/mo

Open source data integration

⭐ 4.4/5

Visit Airbyte → Free/$1.50/credit

Workflow orchestration

⭐ 4.4/5

Visit Prefect → Free/$500+/mo