FeatureAMQPMQTTKafka (Event Streaming)
Message ModelQueue-basedPublish-SubscribeLog-based
Best ForReliable messaging, enterprise appsIoT & lightweight devicesHigh-throughput event streaming
PersistenceYesOptionalRetained as event logs
ScalabilityHighModerateExtremely high
Protocol OverheadHigherLowerHigher

Conclusion

  • Use AMQP if: You need guaranteed message delivery, complex routing, and high reliability.
  • Use MQTT if: You need lightweight messaging for IoT or mobile applications.
  • Use Kafka if: You need high-throughput event-driven architecture.