vioscale
Alternatives

Google Cloud Dataflow alternatives

On the evidence we track, the strongest alternative to Google Cloud Dataflow is Materialize at 68/100. Google Cloud Dataflow itself ranks #7 of 8 in streaming analytics. Every product below is scored on the same independent signals, so the ranking is comparable rather than a matter of opinion.

Google Cloud Dataflow full profile →All Streaming Analytics →
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Ranked alternatives to Google Cloud Dataflow

  1. 168
    Materialize

    A real-time SQL engine that maintains continuously-updated data views across distributed sources

    low · 42%
    vs Google Cloud Dataflow →
  2. 265
    Amazon Managed Service for Apache Flink

    Fully managed Apache Flink stream processing service

    low · 42%
    vs Google Cloud Dataflow →
  3. 355
    Apache Storm
    low · 28%
    vs Google Cloud Dataflow →
  4. 452
    RisingWave

    Stream processing with SQL for real-time data applications

    medium · 52%
    vs Google Cloud Dataflow →
  5. 547
    Azure Stream Analytics

    Real-time data processing and analytics delivered as a managed cloud service without server management overhead

    low · 33%
    vs Google Cloud Dataflow →
  6. 611
    Timeplus Proton

    A single-binary streaming SQL engine for processing continuous data streams in real-time

    low · 15%
    vs Google Cloud Dataflow →

Why these ones

An alternative here means a product in the same category as Google Cloud Dataflow (Streaming Analytics), ranked by the Vioscale composite: a confidence-weighted blend of independent signals such as adoption, release activity, pricing transparency and security posture. There are no user reviews in it, and no vendor can pay to appear or to rank higher. Where we have not confirmed something, we show that rather than guessing.

Generated . See the method for how the composite is built, and why we are independent.