# Google Cloud Dataflow alternatives

The highest-scoring alternative to Google Cloud Dataflow in Streaming Analytics is **Materialize** (68/100), against Google Cloud Dataflow's 17/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Materialize](https://www.vioscale.ai/software/materialize) | 68 | 42% (low) | [Google Cloud Dataflow vs Materialize](https://www.vioscale.ai/compare/google-cloud-dataflow-vs-materialize) |
| 2 | [Amazon Managed Service for Apache Flink](https://www.vioscale.ai/software/amazon-managed-service-for-apache-flink) | 65 | 42% (low) | [Google Cloud Dataflow vs Amazon Managed Service for Apache Flink](https://www.vioscale.ai/compare/amazon-managed-service-for-apache-flink-vs-google-cloud-dataflow) |
| 3 | [Apache Storm](https://www.vioscale.ai/software/apache-storm) | 55 | 28% (low) | [Google Cloud Dataflow vs Apache Storm](https://www.vioscale.ai/compare/apache-storm-vs-google-cloud-dataflow) |
| 4 | [RisingWave](https://www.vioscale.ai/software/risingwave) | 52 | 52% (medium) | [Google Cloud Dataflow vs RisingWave](https://www.vioscale.ai/compare/google-cloud-dataflow-vs-risingwave) |
| 5 | [Azure Stream Analytics](https://www.vioscale.ai/software/azure-stream-analytics) | 47 | 33% (low) | [Google Cloud Dataflow vs Azure Stream Analytics](https://www.vioscale.ai/compare/azure-stream-analytics-vs-google-cloud-dataflow) |
| 6 | [Timeplus Proton](https://www.vioscale.ai/software/timeplus-proton) | 11 | 15% (low) | [Google Cloud Dataflow vs Timeplus Proton](https://www.vioscale.ai/compare/google-cloud-dataflow-vs-timeplus-proton) |

Google Cloud Dataflow itself ranks #7 of 8 in Streaming Analytics.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/google-cloud-dataflow). Generated 2026-09-01T14:54:34.791Z.*