5 signs you've outgrown Apache Kafka

Apache Kafka, once a leader in event streaming, faces challenges keeping up with modern demands for high-performance, low-latency data processing. Organizations dealing with mobile, AI, and edge applications that process trillions of events daily are finding Kafka's cost and complexity prohibitive and are exploring alternatives like Redpanda. Redpanda is designed to address the limitations of Kafka, offering a high-throughput, low-latency streaming platform that reduces infrastructure costs and complexity. It features a single-binary deployment, operates without Java Virtual Machine (JVM) or ZooKeeper, and employs an architecture that ensures consistent, low latencies and high throughput, making it significantly faster than Kafka. Redpanda's tiered storage, intelligent rebalancing, and compatibility with Kafka's API ecosystem allow seamless integration with existing Kafka applications while significantly reducing costs.