What’s the Best ETL Software for Cloud Services?

Hi G2ers,

Exploring ETL tools that work seamlessly with cloud platforms, and I would love to hear how these stack up in real-world data integration projects. With more businesses moving data across cloud-native systems, performance, scalability, and ease of use are becoming critical.

Here are a few products rated highly on G2’s ETL Tools category:

1. Google Cloud BigQuery: Serverless and highly scalable—popular for analytics workloads. Curious if it’s overkill for day-to-day ETL pipelines?
2. Databricks Data Intelligence Platform: Combines ETL and ML workflows. Is it ideal for teams with mixed data engineering and data science needs?
3. Workato: Focuses on automation and business integration. How well does it scale with cloud data-heavy use cases?
4. SnapLogic Intelligent Integration Platform: Visual interface with AI-powered recommendations. Wondering how flexible it is for more complex data flows.
5. Domo: Best known for dashboards, but also has ETL capabilities. Anyone using it end-to-end for data prep and visualization?

Which platforms are you seeing the best results with, especially when dealing with modern cloud architectures and distributed data?