vioscaleAI
Alternatives

Google Cloud Dataflow alternatives

On the evidence we track, the strongest alternative to Google Cloud Dataflow is Apache Storm at 52/100. Google Cloud Dataflow itself ranks #8 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. 152
    Apache Storm

    Open-source distributed system for real-time data stream processing

    low · 39%
  2. 252
    RisingWave

    Streaming database for processing and analyzing high-frequency data in real time

    medium · 53%
    vs Google Cloud Dataflow →
  3. 351
    Timeplus Proton

    An efficient streaming SQL platform for real-time analytics, ETL, and data pipelines

    low · 5%
  4. 446
    Azure Stream Analytics

    Serverless real-time analytics for cloud and edge environments

    low · 14%
  5. 546
    Materialize

    A SQL-based data layer that continuously ingests and unifies data from multiple sources to power real-time applications and AI agents

    medium · 55%
    vs Google Cloud Dataflow →
  6. 645
    Amazon Managed Service for Apache Flink

    Fully managed Apache Flink stream processing service with automatic infrastructure provisioning and management

    medium · 55%
    vs Google Cloud Dataflow →
Still deciding?

Not sure which of these fits?

This ranking uses our balanced weighting. Say what actually matters to you (budget, compliance, self-hosting, team size) and the same streaming analytics get reordered against that instead.

Free to run, no account needed to start. How the evaluation works

Why these ones

An alternative here means a product in the same category as Google Cloud Dataflow (Streaming Analytics), ranked by the vioscaleAI 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.