Apache Spark vs Kafka Streams

Apache Spark

6.3 #9 in Streaming Analytics Software

About Apache Spark

Kafka Streams

6.4 #7 in Stream Processing Software

About Kafka Streams
Apache SparkKafka Streams
Free planYesYes
Free trialNoNo
Paid fromFreeFree
Open sourceNoNo
Platformsapi, Linux, macOS, self-hosted, WindowsLinux, macOS, self-hosted, Windows
Free planYesYes
Deployment model—self-hosted
SQL processing—No
Stateful processing—Yes
Event-time windows—Yes
Supported languages—Java, Scala

Both are listed in Best Stream Processing Software. On Samsung Mobile US Press, Kafka Streams scores higher on our published basis.