Big Data Tech Team

Feb 2, 2026 · Big Data

Choosing the Right Data Sync Tool: Sqoop vs DataX vs Flink CDC vs Airbyte

This article analyzes the architecture, sync modes, latency, scalability, usability, and deployment aspects of four popular data synchronization solutions—Sqoop, DataX, Flink CDC, and Airbyte—and provides a practical decision tree to avoid common misuse pitfalls in enterprise data pipelines.