Browse in-depth comparisons of Apache Kafka® services, streaming architectures, and data technologies to understand trade-offs, costs, and the best fit for your use case.
Compare Confluent to managed Kafka services and streaming vendors to see differences in cost, operations, reliability, and enterprise capabilities.
Understand when to use real-time streaming, batch, ETL, or messaging by comparing architectural patterns, trade-offs, and ideal use cases.
Evaluate streaming and data technologies side-by-side with objective feature, performance, and ecosystem comparisons to choose the right tool for your stack.