Planning an Apache Kafka® migration? Learn how to estimate migration expenses, reduce costs, and compare self-managed vs managed real-time data platforms with expert insight.

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Migrating Apache Kafka involves significant hidden costs beyond infrastructure—primarily engineering hours, downtime risk, and dual-environment operations. The guide breaks down cost drivers across infrastructure provisioning, resource allocation, and tooling, comparing self-managed versus Confluent Cloud approaches. Key cost-reduction strategies include using Cluster Linking for zero-downtime migrations, conducting pre-migration audits to eliminate unused topics, and leveraging the Confluent Migration Accelerator Program. Real-world examples show customers achieving 35-60% cost reductions and saving over $1M in operational expenses through managed services and phased migration approaches.

Cost of Apache Kafka® Migrations: Estimate & Reduce Streaming Platform Costs

What Drives The Cost of an Apache Kafka® Migration?

How Can You Reduce Kafka Migration Expenses and Risks?

How Does the Confluent Solve Common Kafka Migration Challenges?

How to Estimate your Kafka Migration Cost