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n8n.io VS Google Cloud Dataflow

Compare n8n.io VS Google Cloud Dataflow and see what are their differences

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n8n.io logo n8n.io

Free and open fair-code licensed node based Workflow Automation Tool. Easily automate tasks across different services.

Google Cloud Dataflow logo Google Cloud Dataflow

Google Cloud Dataflow is a fully-managed cloud service and programming model for batch and streaming big data processing.
  • n8n.io Landing page
    Landing page //
    2024-06-26
  • Google Cloud Dataflow Landing page
    Landing page //
    2023-10-03

n8n.io

Website
n8n.io
$ Details
freemium $20.0 / Monthly
Platforms
Browser TypeScript JavaScript Web Linux Docker Windows Mac OSX
Release Date
2019 January
Startup details
Country
Germany
State
Berlin
City
Berlin
Employees
10 - 19
Edit details

Google Cloud Dataflow

Website
cloud.google.com
$ Details
-
Platforms
-
Release Date
-
Edit details

n8n.io features and specs

  • Open Source
    n8n.io is open-source, allowing users to modify and extend the platform as needed. This ensures transparency and community-driven improvements.
  • Flexibility
    The platform provides a high degree of flexibility, supporting a wide range of automation scenarios and custom workflow configurations.
  • Extensive Integrations
    n8n.io supports many third-party integrations, making it easy to connect various applications and services in workflows.
  • Self-hosting Option
    Users can choose to self-host n8n.io, which provides greater control over data security and privacy.
  • Visual Interface
    The visual workflow builder makes it easy for users to design and manage workflows without needing extensive coding knowledge.

Possible disadvantages of n8n.io

  • Learning Curve
    Due to its flexibility and range of features, n8n.io can have a steeper learning curve for beginners compared to more straightforward automation tools.
  • Performance
    Performance can be an issue for complex workflows or high-volume operations, especially when self-hosted on basic infrastructure.
  • Documentation
    While improving, documentation can sometimes be lacking or not comprehensive, making it challenging for new users to find necessary information.
  • Limited Support
    As an open-source project, professional support may be limited compared to commercial automation platforms, which might offer more robust support options.
  • Cost for Cloud Hosting
    n8n.io offers a cloud-hosted version with a subscription fee, which could be a downside for users looking for a completely free solution.

Google Cloud Dataflow features and specs

  • Scalability
    Google Cloud Dataflow can automatically scale up or down depending on your data processing needs, handling massive datasets with ease.
  • Fully Managed
    Dataflow is a fully managed service, which means you don't have to worry about managing the underlying infrastructure.
  • Unified Programming Model
    It provides a single programming model for both batch and streaming data processing using Apache Beam, simplifying the development process.
  • Integration
    Seamlessly integrates with other Google Cloud services like BigQuery, Cloud Storage, and Bigtable.
  • Real-time Analytics
    Supports real-time data processing, enabling quicker insights and facilitating faster decision-making.
  • Cost Efficiency
    Pay-as-you-go pricing model ensures you only pay for resources you actually use, which can be cost-effective.
  • Global Availability
    Cloud Dataflow is available globally, which allows for regionalized data processing.
  • Fault Tolerance
    Built-in fault tolerance mechanisms help ensure uninterrupted data processing.

Possible disadvantages of Google Cloud Dataflow

  • Steep Learning Curve
    The complexity of using Apache Beam and understanding its model can be challenging for beginners.
  • Debugging Difficulties
    Debugging data processing pipelines can be complex and time-consuming, especially for large-scale data flows.
  • Cost Management
    While it can be cost-efficient, the costs can rise quickly if not monitored properly, particularly with real-time data processing.
  • Vendor Lock-in
    Using Google Cloud Dataflow can lead to vendor lock-in, making it challenging to migrate to another cloud provider.
  • Limited Support for Non-Google Services
    While it integrates well within Google Cloud, support for non-Google services may not be as robust.
  • Latency
    There can be some latency in data processing, especially when dealing with high volumes of data.
  • Complexity in Pipeline Design
    Designing pipelines to be efficient and cost-effective can be complex, requiring significant expertise.

n8n.io videos

+ Add

n8n.io - Typeform to Google Sheet and Slack or Email

More videos:

  • Review - n8n.cloud | Powerful workflow automation tool
  • Review - Get started with n8n.cloud (Part 1)
  • Review - n8n.io - Slack Notification on Github Star

Google Cloud Dataflow videos

+ Add

Introduction to Google Cloud Dataflow - Course Introduction

More videos:

  • Review - Serverless data processing with Google Cloud Dataflow (Google Cloud Next '17)
  • Review - Apache Beam and Google Cloud Dataflow

Category Popularity

0-100% (relative to n8n.io and Google Cloud Dataflow)

n8n.io

Google Cloud Dataflow

Automation
100 100%
Automation
0% 0
Big Data
0 0%
Big Data
100% 100
Web Service Automation
100 100%
Web Service Automation
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100

User comments

Share your experience with using n8n.io and Google Cloud Dataflow. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare n8n.io and Google Cloud Dataflow

n8n.io Reviews

The Best n8n.io Alternatives for Workflow Automation in 2025
} } AlternativesRadzivon AlkhovikLow-code automation enthusiastSeptember 17, 2024A low-code platform blending no-code simplicity with full-code power 🚀Get started freeHome/Blog/The Best n8n.io Alternatives for Workflow Automation in 2025 .ellipsis { max-width: 100%; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; } September 17, 2024•10min readThe Best n8n.io...
Source: latenode.com
The 6 Best n8n.io Alternatives for 2024
When you're trying to automate your repetitive tasks, it often feels like you're spinning a bunch of plates in the air and making zero progress, doesn't it? You're far from alone. If you use n8n.io for your workflow automation and are left needing more, then you should take a look at the best n8n.io alternatives.
Source: www.getmagical.com
N8n.io Alternatives
As businesses increasingly seek efficient workflow automation tools, N8n.io has emerged as a popular choice. However, it's not the only option available. This article explores some of the best N8n.io alternatives, considering factors like ease of use, integration capabilities, and pricing. Whether you're a startup or an established enterprise, finding the right tool can...
Source: apix-drive.com
13 data integration tools: a comparative analysis of the top solutions
A standout feature of n8n is the self-hosted mode (even on a free tier!), which allows data ownership and control. For those who value data ownership and want to avoid high-cost operations, n8n is certainly a worthy consideration.
Source: blog.n8n.io
10 n8n.io Alternatives
n8n.io is a sleek and simple workflow automation platform that never indulges you in unnecessary things and boosts your productivity while letting you focus only on productive things. Some of its super reliable functions are free and open-source, fair code license, easily extendable, and extreme data safety and security. Get on n8n.io – Automate without Limits Tool to know...
Source: www.justalternativeto.com

Google Cloud Dataflow Reviews

Top 8 Apache Airflow Alternatives in 2024
Google Cloud Dataflow is highly focused on real-time streaming data and batch data processing from web resources, IoT devices, etc. Data gets cleansed and filtered as Dataflow implements Apache Beam to simplify large-scale data processing. Such prepared data is ready for analysis for Google BigQuery or other analytics tools for prediction, personalization, and other purposes.
Source: blog.skyvia.com

Social recommendations and mentions

Based on our record, n8n.io seems to be a lot more popular than Google Cloud Dataflow. While we know about 184 links to n8n.io, we've tracked only 14 mentions of Google Cloud Dataflow. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

n8n.io mentions (184)

  • AI, Heidegger, and Evangelion
    Yes, it would—the dialogic interface is an anchor weighing us down! Yes, yes, it's an accessible demonstration of the technology's mind-blowing flexibility, but all this "I, you, me, I'm" nonsense clutters the context window and warps the ontology in way that introduces a major epistomological "optical illusion" that exploits (inadvertently?) a pretty fundamental aspect of human cognition—namely our inestimably... - Source: Hacker News / about 12 hours ago
  • Supercharged automated workflows, no code required 🔥
    We walk through how to connect n8n, an open-source automation tool, with Upsun’s Git-based deployment flow. The result: event-driven automation triggered by deploy hooks or webhooks, with zero new backend code to maintain. - Source: dev.to / 5 days ago
  • 🤖 Automating WhatsApp with AI Agents: A Developer's Guide to Scalable Customer Support
    To set up such a system, developers can take advantage of tools like n8n – a modular tool to automate workflows, combined with the newest AI tools like GPT-4. Here’s a more detailed explanation. - Source: dev.to / 25 days ago
  • I made my AI think harder by making it argue with itself. It works stupidly well
    The app is actually called n8n - https://n8n.io/. - Source: Hacker News / 25 days ago
  • Integrating AI Agents with n8n: Enhance Your Workflow Automation
    For those interested in elevating their automation capabilities, n8n offers an array of integrations worth exploring. Visit n8n.io if you're intrigued. - Source: dev.to / about 1 month ago
View more

Google Cloud Dataflow mentions (14)

  • How do you implement CDC in your organization
    Imo if you are using the cloud and not doing anything particularly fancy the native tooling is good enough. For AWS that is DMS (for RDBMS) and Kinesis/Lamba (for streams). Google has Data Fusion and Dataflow . Azure hasData Factory if you are unfortunate enough to have to use SQL Server or Azure. Imo the vendored tools and open source tools are more useful when you need to ingest data from SaaS platforms, and... Source: over 2 years ago
  • Here’s a playlist of 7 hours of music I use to focus when I’m coding/developing. Post yours as well if you also have one!
    This sub is for Apache Beam and Google Cloud Dataflow as the sidebar suggests. Source: over 2 years ago
  • How are view/listen counts rolled up on something like Spotify/YouTube?
    I am pretty sure they are using pub/sub with probably a Dataflow pipeline to process all that data. Source: over 2 years ago
  • Best way to export several GCP datasets to AWS?
    You can run a Dataflow job that copies the data directly from BQ into S3, though you'll have to run a job per table. This can be somewhat expensive to do. Source: over 2 years ago
  • Why we don’t use Spark
    It was clear we needed something that was built specifically for our big-data SaaS requirements. Dataflow was our first idea, as the service is fully managed, highly scalable, fairly reliable and has a unified model for streaming & batch workloads. Sadly, the cost of this service was quite large. Secondly, at that moment in time, the service only accepted Java implementations, of which we had little knowledge... - Source: dev.to / about 3 years ago
View more

What are some alternatives?

When comparing n8n.io and Google Cloud Dataflow, you can also consider the following products

Zapier - Connect the apps you use everyday to automate your work and be more productive. 1000+ apps and easy integrations - get started in minutes.

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

Make.com - Tool for workflow automation (Former Integromat)

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

ifttt - IFTTT puts the internet to work for you. Create simple connections between the products you use every day.

Qubole - Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.

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