Amazon Managed Service for Apache Flink vs Google Cloud Dataflow
No clear leader: Amazon Managed Service for Apache Flink (45.1) and Google Cloud Dataflow (44.6) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for streaming analytics. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Amazon Managed Service for Apache Flink
A cloud service that provisions, configures, and operates Apache Flink clusters for real-time stream processing with built-in monitoring, auto-scaling, and high availability across multiple availability zones.
Google Cloud Dataflow
A cloud-hosted service that processes continuous and batch data workloads at scale, supporting data transformation, analytics, and machine learning pipelines through serverless infrastructure.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Amazon Managed Service for Apache Flink
From $0.11/KPU-hour + $0.10/GB-month storage. Usage-based pricing, billed in one-second increments.
- Streaming Applications$0.11/KPU-hour + $0.10/GB-month storage (US-East-1)
- Auto-scaling
- Stateful processing
- Multi-AZ deployment
- Application lifecycle APIs
- Studio Interactive ModeAdditional KPUs for interactive development plus standard processing costs
- 2 additional KPUs per application
- Interactive notebook environment
- Real-time query and analysis
Google Cloud Dataflow
Pricing not documented yet.
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Apache Beam
Amazon Managed Service for Apache Flink
- Apache Kafka
- Amazon Kinesis Data Streams
- Amazon Kinesis Data Firehose
- Amazon S3
- Amazon DynamoDB
- JDBC
- AWS SDKs
- Amazon MSK
- Amazon OpenSearch Service
Google Cloud Dataflow
- Splunk
- Google Cloud Notebooks
Amazon Managed Service for Apache Flink or Google Cloud Dataflow: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.