The main difference between Kafka and Flume are:
Types of tool
Apache Kafka– As Kafka is a general-purpose tool for both multiple producers and consumers.
Apache Flume– Whereas, Flume is considered as a special-purpose tool for specific applications.
Apache Kafka– Kafka can replicate the events.
Apache Flume- whereas, Flume does not replicate the events.