Cost of Apache Kafka® Migrations: Estimate & Reduce Streaming Platform Costs
Oct 29, 2025Confluent Staff

Summary
This post details the cost drivers and mitigation strategies for Apache Kafka migrations, highlighting the benefits of Confluent Cloud and Cluster Linking for reducing engineering hours, downtime risk, and operational overhead. It emphasizes phased migrations, scope reduction, and parallel testing environments.