Google Cloud Dataflow is a cloud-based data processing service for both batch and real-time data streaming applications. It enables developers to set up processing pipelines for integrating, preparing and analyzing large data sets, such as those found in Web analytics or big data analytics applications.
The Cloud Dataflow software expands on earlier Google parallel processing projects, including MapReduce, which originated at the company. Cloud Dataflow is designed to bring to entire analytics pipelines the style of fast parallel execution that MapReduce brought to a single type of computational sort for batch processing jobs. 

Google Cloud Dataflow is a cloud-based data processing service for both batch and real-time data streaming applications.

PayPal Holdings, Inc. is an American multinational financial technology company operating an online payments system in the majority of countries that support online money transfers, and serves as an electronic alternative to traditional paper methods such as checks and money orders

Spotify is a Swedish audio streaming and media services provider founded on 23 April 2006 by Daniel Ek and Martin Lorentzon. It is the world's largest music streaming service provider

Dotz Inc. is a robust technology company with extensive consumer knowledge, which brings together technology, data, loyalty, marketplace and techfin in its business model, being the pioneer company in the loyalty market in Brazil through the Dotz program.

We help companies generate value and build products with big data and AI. We bring innovation from pioneers of Big Data and AI to other aspiring companies.
To enable them solve data based use cases we build data & ML platforms with them.

World's largest Beauty company, inventing the future of Beauty while transforming to #1 BeautyTech company of the future

blablacar is the world’s leading community-based travel network enabling over 100 million members to share a ride across 22 markets.

BigQuery is a fully-managed, serverless data warehouse that enables scalable analysis over petabytes of data. It is a Platform as a Service that supports querying using ANSI SQL. It also has built-in machine learning capabilities. BigQuery was announced in May 2010 and made generally available in November 2011.

Serverless, highly scalable, and cost-effective multicloud data warehouse designed for business agility.

Pachyderm is the data layer that powers your machine learning lifecycle

Ebury is a financial services company, specialising in international cash management solutions including cross-border payments, FX risk management, and business lending. 

Egnyte transforms businesses through smarter content allowing organizations to connect, protect, and unlock value from all their content. It's content governance platform delivers smart content collaboration and governance in the cloud or on-premises to thousands of businesses around the world even the most regulated industries

Mejuri is a direct-to-consumer fine jewelry brand that introduces handcrafted, everyday jewelry without the traditional retail markups. The company is powered by a fast supply chain that allows it to introduce new editions on a weekly basis. Mejuri works directly with expert manufacturers and sells directly to consumers cutting out middlemen costs and passing on the savings to the customers.

Bed Bath & Beyond Inc. is an omnichannel retailer selling a wide assortment of domestics merchandise and home furnishings. Bed Bath & Beyond’s culture is customer-centric. Their commitment to customer service is supported by significant investments made to strengthen our company’s foundation for future growth. Their brands include: • Harmon Face Values • buybuy BABY • Decorist.com

Monzo is a digital-only bank platform and marketplace that allows customers to access a range of products and services.


Flex is a simple app that’s changing the way the world pays and collects rent. Their technology makes the 1st of the month easy for renters and properties. They believe you should be able to choose when you pay your bills. The flexibility of buy-now-pay-later has forever changed the way the world makes purchases. They believe the same flexibility should be available for one of life’s #1 expenses: rent.

1mg is an online platform that provides medical diagnostics, consultation, lab tests, and general healthcare.

The Striim platform is an end-to-end streaming data integration and operational intelligence solution enabling continuous query/processing and streaming analytics. With Striim, you can get to know your data – and sort out what’s important – the instant it’s born. Striim specializes in integration from a wide variety of data sources – transaction/change data, events, log files, application and IoT sensor data – and real-time correlation across multiple streams.

The healthiest, most effective and innovative natural cosmetics for your skin and hair, creating a unique experience for you and our planet.


Masterplan.com makes corporate learning easier, more engaging, and more effective than ever before. Traditional offline training becomes digital in the blink of an eye: simply upload your own content or select from the best Masterplan courses and measure success. With Masterplan, every team member can shape the future.

Babylon aims to provide accessible, affordable healthcare by combining AI with doctors.


Veronica Beard is an apparel & fashion company that provides women's sportswear and shoes.

Construct Connect provides of cloud-based data, collaboration, and workflow automation solutions.

K Health is a digital healthcare company on a mission to use the power of shared medical knowledge to get everyone access to better, more affordable healthcare—whenever, wherever they need it, 24/7, right from your phone. Their platform consolidates the knowledge of thousands of doctors and billions of clinical data insights to get people trusted information and treatment. They also offer, through affiliated professional entities, the option to chat with a clinician without insurance for less than a copay. 

Typeform turns average forms & surveys into a powerful brand communication tool for your business. Create forms, surveys, quizzes (and so much more) to grow your audience, improve just about anything, and validate (or invalidate) your best ideas.

Getsales is a digital marketing agency that offers SEO, google ads, link building and online campaign services.

Helpscout offers a helpdesk and customer interaction solution using email and live chat solutions. It enables users to manage E-Mail customer support services through a ticketing system for small and medium businesses. It also provides analytics solutions to improve business decisions and can be integrated with various applications using API's. Clients include KissMetrics, Buffer, GrubHub, Angellist and Timbuk. It offers a subscription-based pricing model. 

ThreeFlow is the first Benefits Placement System, a new category of enterprise software that allows brokers and carriers to manage the entire placement process in one shared system. It makes it easier for carriers to win business and brokers to empower employers with the details they need to make better benefits decisions.

We're a leading tech company that operates subscription-based consumer products in the self-help and wellness market.

Heap’s mission is to power business decisions with truth. It empower companies to focus on what matters—discovering insights and taking action—not building pipelines or tagging. 

Collectors Universe, Inc. is the leading provider of value-added services to the collectible’s markets. We authenticate and grade collectible coins, trading cards, video games, event tickets, autographs, and memorabilia through our subsidiaries, which include Professional Sports Authenticators (PSA), Professional Coin Grading Services (PCGS), Certified Coin Exchange (CCE), Wata, Collectors Corner, Set Registry, Collectors.com, and the Long Beach Expo collectibles trade show. Since our founding in 1986, we have graded and authenticated more than 80 million items. We employ over 1,000 people across our Santa Ana, CA headquarters, New Jersey, Seattle, Hong Kong, Paris, Shanghai and Tokyo.

ruebill is a leading personal finance app that analyzes members' spending habits, identifies inefficiencies, and offers immediate methods to improve their financial health. It enables people to optimize their spending, manage subscriptions, lower their bills, and automatically set aside money to reach their savings goals. 

X-Team has provided the world's leading brands with high-performing, on-demand teams of developers. X-team has build a world where developers can have access to an environment of growth and incredible opportunities regardless of where they live.


Montreal Analytics helps companies build top-tier analytics platforms using the latest tech available.

Provider of customer experience management tools. The platform offers a data onboarding platform for marketing teams and customers for data wrangling. It works by automating importing and exporting data, differentiating product features, and improve customer experiences.

EZ Texting is a SaaS company that delivers the fastest, easiest, and most reliable way to connect. It has served over 165,000 customers and is one of the top SMS platforms for business users, setting the standard for business texting. Its messaging solutions allow businesses to quickly and effectively reach and engage their mobile audiences.

Feeld is a dating platform for open-minded couples and singles. We believe nothing is more unpredictable or less binary than human desire. Open to all genders and sexual identities, Feeld is dedicated to creating an inclusive space where everyone can be honest with themselves while being responsible towards others.

Beamery is a talent acquisition, engagement, and retention platform that manages sourcing, hiring, and retaining of people.

Mighty Digital is a growth engineering agency that empowers data-informed growth for digital products. We help clients leverage data to acquire, activate, and retain more customers.

Deepnote is a notebook that brings teams together to explore, analyze and present data from start to finish

RealSelf is the leading resource for people to learn and share experiences about cosmetic procedures and connect with doctors. Millions of people from around the world visit RealSelf to browse patient reviews, before and after photos, and medical experts' answers to discover which treatments and doctors live up to their promise of being "Worth It".

Lotum is a game studio based in Germany. Their games are used by millions of users every day.

Wellness platform that helps individuals and companies improve their well-being and performance through sustainable, science-backed solutions.

Incident response for your whole organisation. Trusted by companies like Loom, Linear, Gocardless, Render and many others.

building the data layer for your business. 

we deliver actionable customer insights in weeks not months. make critical business decisions faster and with more confidence with a managed data layer from atadataco.


Aritzia is a design house with an innovative global platform. 

We are creators and purveyors of Everyday Luxury, home to an extensive portfolio of exclusive brands for every function and individual aesthetic. 

We pride ourselves on creating immersive, and highly personalized shopping experiences at aritzia.com and in our 100+ boutiques throughout North America to everyone, everywhere.

a quanto ajuda a sua empresa a tomar decisões mais precisas com base nos dados do open finance.


hubla is a technology company leading passion economy in brazil. launched in 2020, it allows creators to run their own paid community using a smart and fast management platform. 

live-query analytics & bi made for data in the cloud

osmos is a low-code external data platform that helps companies scale their data ingestion while reducing costs and errors.

Bolt is a checkout experience platform, designed to give retailers the freedom to focus on their brand while Bolt perfects the purchase.


The internet’s source of freely-usable images

ManyPets is a pet insurance company that takes care of your pet’s health 

No-code data integration platform for business teams.

extract, transform & load data from any source. no code required.

by aliens is a mobile game publisher for independent third-party developers based in portugal

CircleUp is on a mission to empower entrepreneurs with the funding and support that they need to thrive. having identified over a hundred successful brands, we use our helio business intelligence platform to increase the speed, quality and objectivity of decision-making in the private company landscape through a unique application of data and machine learning technology.

apac leading news publisher with the mission to lead the global conversation about china

quris is an artificial intelligence innovator that is disrupting the drug development process

data science consultancy in south east asia building ai & data platforms to solve high impact problems

Lyska is a professional service provider for Data integration & -management. We're building and running centralized modern data management systems for Commerce SMBs, mostly in the German-speaking area.

Twinco Capital engages with large corporates to offer their suppliers access to affordable funding, from purchase order to final invoice payment. it is a unique model that significantly reduces risk and financing costs. twinco helps build competitive and socially responsible supply chains.

early stage deep tech and software infrastructure venture fund

japanese consulting firm for saas and cloud services

JMAN Group is a technology-enabled management consultancy that works across a large number of sectors, with a particular focus on the Private Equity & Investor communities. They engage with many different companies and types of organisations – from big to small, established to start-up, large-cap to high-growth funds. In so doing, JMAN Group focuses on providing simple and actionable solutions, however complex the problem.

the fastest and easiest way to make professional-quality videos

social business distributing solar home systems and other essential products on credit to rural households in africa

Hashboard is a business intelligence (BI) product built for data engineers to do their best work and easily spread the data love to their entire organizations (even non-technical folks!) 

Define metrics on your data warehouse and let your whole team search, explore and find insights that drive your business.

datacoves is an enterprise dataops platform with managed vscode for dbt development and airflow. we enable you to implement data management best practices without compromising data security.

Open-source data integration for the modern data stack

BukuWarung is a startup focused on building bookkeeping, digital payments, and e-commerce solutions for MSMEs in Indonesia.

decision tree is a global provider of advanced analytics and campaign management solutions. we create value for businesses by transforming raw data into actionable insight.

🧙 A modern replacement for airflow. Open-source data pipeline tool for transforming and integrating data.

fragment studio is a forward-thinking digital boutique studio headquartered in germany. we operate across various sectors, including automotive, construction, and consumer, with a particular emphasis on the experience and data.

LiTech’s data quality management tool is an easy-to-use, automated, and secure platform for data quality management. it is used as a collaborative platform by data teams for data testing, profiling, and monitoring.

LiTech works closely with its customers to provide the best solution for their data and integrate data validation into internal processes and data pipelines.

the most powerful no-code chatbot builder

personalized engagement for life sciences

data & analytics is what we do, it is our expertise. our mission is to help our customers derive value from their data & analytics environment. for this we use user-friendly technologies that allow us to tell the story behind the data.

dinmo offers a composable customer data platform (cdp) that connects directly to cloud data warehouses such as snowflake and bigquery. our platform enables marketing teams to independently create and sync audiences with various marketing platforms, including advertising and crm systems. this eliminates the need for technical intervention, allowing for quicker campaign implementation. additionally, dinmo alleviates the need for tech and data teams to build custom api integrations, thereby streamlining the entire data handling process.

Overview	Google Cloud Dataflow	Google BigQuery
Categories	Data Streaming	Data Warehouses
Stage	Late Stage	Late Stage
Target Segment	Enterprise, Mid size	Enterprise, Mid size
Deployment	SaaS	SaaS
Business Model	Commercial	Commercial
Pricing	Freemium	Contact Sales
Location	US	US
Companies using it
Contact info

Compare - Google Cloud Dataflow VS Google BigQuery

About Google Cloud Dataflow

About Google BigQuery

Comparison Table

Google Cloud Dataflow

Google BigQuery

Add to compare