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Google Cloud Dataflow Reviews for 2025

Unified stream and batch data processing platform.
Tekpon Score:
4.2/5

Score is based on User Sentiment from reviews and public chatter. We weight volume, recency, and consistency, then normalize to 5.

See our Methodology.
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What is Google Cloud Dataflow?

Google Cloud Dataflow is a fully managed streaming analytics service that minimizes latency, processing time, and cost through autoscaling and batch processing capabilities. Developed by Google, this platform allows users to transform and enrich data in stream (real-time) and batch (historical) modes with equal reliability and expressiveness.

The key features include its ability to build and run complex data processing pipelines and the integration with Google’s Big Data tools, such as BigQuery and Machine Learning APIs, making it highly versatile for a variety of data processing tasks.

The benefit of using Google Cloud Dataflow lies in its seamless scalability and speed, which can handle vast amounts of data without the need for manual intervention. It’s designed to offer developers and data analysts a simplified way to ingest, process, and analyze data streams in real-time, making it an essential tool for real-time analytics and event-driven computing.

Use cases for Google Cloud Dataflow range from log and event data analysis and real-time financial data processing to more complex machine learning and predictive analytics applications. This ensures businesses can leverage their data for operational efficiency and strategic decision-making.

Found in these Categories

Best For

  • StartUps
  • Small Business
  • Medium Business
  • Large Enterprise

Google Cloud Dataflow Pricing

Starting From:
$ 1 /250GB of processed data
Pricing Model: Pay-as-you-go
Get $50 Extra
Google Cloud Dataflow is priced based on the amount of data processed, starting at $1 per 250GB of processed data. This pricing model is designed to align costs directly with usage, ensuring that users only pay for the resources they actually use. Dataflow's serverless nature further enhances its cost-effectiveness by automatically scaling resources and managing server operations, which allows users to focus on their data workflows without the overhead of infrastructure management.
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Google Cloud Dataflow Features

  • Master Data Management
  • High Volume Processing
  • Customizable Reports
  • Monitoring
  • Data Visualization
  • Data Governance
  • Stream Data Processing
  • Batch Data Processing
  • Autoscaling Resources
  • Fault Tolerance
  • Live Traffic Control
  • Data Pipeline Templates
  • Flex Templates Support
  • Apache Beam Integration
  • Event Time Processing
  • Custom Coder Support
  • Monitoring and Logging
  • Stateful Processing
  • Watermark Tracking
  • Side Inputs/Outputs
  • Dead-letter Queues

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Google Cloud Dataflow Company Details

Company Name

Google, LLC

Headquarters

United States

Website

cloud.google.com

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Editorial Review: Google Cloud Dataflow Deep Dive

Ana Maria Constantin
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Ana Maria Stanciuc

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Ana Maria Stanciuc is a highly skilled writer and content strategist with 10+ years of experience. She has experience in technical and creative writing across a variety of industries. She also has a background in journalism.
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Chief Marketing Officer
Ana Maria Constantin, the dynamic Chief Marketing Officer at Tekpon, brings a unique blend of creativity and strategic insight to the digital marketing sphere. With a background in interior design, her aesthetic sensibility is not just a skill but a passion that complements her expertise in marketing strategy.
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Google Cloud Dataflow Alternatives

Veeam Data Platform

Score: 3.9/5

PostgreSQL

Score: 4.5/5

MySQL

Score: 4.5/5

Hproxy

Score: 4.1/5

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