Amazon Managed Streaming for Apache Kafka vs DataStax Astra Streaming

Amazon Managed Streaming for Apache Kafka (MSK) manages Apache Kafka infrastructure on AWS for developers and platform engineers. It provisions and configures clusters, replaces failed servers, coordinates patches and upgrades, and handles monitoring and scaling. Provisioned clusters let customers choose broker and storage options, while Serverless clusters adjust resources to workload needs. MSK keeps compatibility with the Apache Kafka client protocol, so existing Kafka applications and tools can work without application code changes. Integrations include Amazon S3, Redshift, Managed Service for Apache Flink, Lambda, Glue Schema Registry, and Database Migration Service. Clusters span multiple Availability Zones, with three as the default, and the service-level agreement specifies three 9s of availability. Security includes IAM, SASL/SCRAM or mutual TLS for Provisioned clusters, and encryption in transit and at rest. CloudWatch supplies over 50 default metrics at no additional cost. MSK is paid, with separate charges possible for storage, processing, connectivity, and enhanced metrics.

DataStax Astra Streaming is a managed cloud service for streaming data and processing event streams, powered by Apache Pulsar. It provides messaging for streaming, publish-subscribe workflows, and queuing, and supports real-time event processing and change data capture. Users manage Pulsar tenants and resources such as topics, connectors, functions, and subscriptions through the Astra Portal, APIs, or related tools. Applications connect through open-source Apache Pulsar client APIs; the service runs Pulsar 3.1 and recommends that API version or higher. Included connectors cover Astra DB and Cassandra, Kafka, AWS Kinesis, Cloud Storage, Elasticsearch, BigQuery, JDBC databases, Snowflake, and selected source systems including Debezium-supported databases. Connections use authentication, authorization, and TLS. Shared clusters have defined tenant, namespace, topic, message-size, and throughput limits. Custom source and sink connectors are not supported, and experimental connectors are not fully supported or tested. A free tier is listed at free; paid pricing is usage-based and varies by region and usage.