Apache Spark vs Apache Flink

Apache Spark excels at batch processing and general-purpose data analytics with broader ecosystem support, while Apache Flink is purpose-built for real-time stream processing with lower latency and more sophisticated stateful operations. Spark processes data in micro-batches (100ms minimum latency), whereas Flink processes individual events with true streaming (1-10ms latency).