Navigating the complex landscape of data integration tools requires careful consideration of factors like compatibility, cost-effectiveness, and requisite features. The article examines 13 data integration platforms, offering insights into their capabilities to help users make informed choices. These tools vary widely, with some like n8n and Rivery offering customization and advanced features suitable for both tech-savvy and non-tech users, while others, such as Skyvia and Jitterbit, cater to specific needs like straightforward task execution and enterprise-level solutions. Platforms like Boomi AtomSphere and Fivetran provide extensive integration capabilities, although they may present challenges in terms of usability and cost. The article emphasizes the importance of selecting a tool that aligns with one's technical requirements and organizational goals, providing a feature matrix to guide the decision-making process.