Best Data Engineering Tools in 2026

We've reviewed and ranked the top data engineering tools based on features, pricing, user ratings, and our hands-on testing.

dbt

Analytics engineering tool

⭐ 4.7/5

Visit dbt → Free/$100+/mo

Internal tools builder

⭐ 4.5/5

Visit Retool → Free/$10+/user/mo

Data observability platform

⭐ 4.5/5

Visit Monte Carlo → Custom pricing

Workflow orchestration

⭐ 4.4/5

Visit Prefect → Free/$500+/mo

Data and AI platform

⭐ 4.4/5

Visit Databricks → Custom pricing

Serverless data warehouse

⭐ 4.4/5

Visit Google BigQuery → Free/$5+/TB

Workflow orchestration platform

⭐ 4.2/5

Visit Apache Airflow → Free

Data intelligence platform

⭐ 4.2/5

Visit Collibra → Custom pricing