Software Alternatives, Accelerators & Startups

Google App Engine VS Tornado

Compare Google App Engine VS Tornado and see what are their differences

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Google App Engine logo Google App Engine

A powerful platform to build web and mobile apps that scale automatically.

Tornado logo Tornado

A Python web framework and asynchronous networking library, originally developed at FriendFeed
  • Google App Engine Landing page
    Landing page //
    2023-10-17
  • Tornado Landing page
    Landing page //
    2018-09-29

Google App Engine features and specs

  • Auto-scaling
    Google App Engine automatically scales your application based on the traffic it receives, ensuring that your application can handle varying workloads without manual intervention.
  • Managed environment
    App Engine provides a fully managed environment, covering infrastructure management tasks like server provisioning, patching, monitoring, and managing app versions.
  • Integrated services
    Seamlessly integrates with other Google Cloud services such as Datastore, Cloud SQL, Pub/Sub, and more, offering a comprehensive ecosystem for building and deploying applications.
  • Multiple languages support
    Supports multiple programming languages including Java, Python, PHP, Node.js, Go, Ruby, and .NET, giving developers flexibility in choosing their preferred language.
  • Security
    Offers robust security features including Identity and Access Management (IAM), Cloud Identity, and automated security updates, which help protect your applications from vulnerabilities.
  • Developer productivity
    App Engine allows rapid development and deployment, letting developers focus on writing code without worrying about infrastructure management, thus boosting productivity.
  • Versioning
    Supports versioning of applications, allowing multiple versions of the application to be hosted simultaneously, which helps in A/B testing and rollback capabilities.

Possible disadvantages of Google App Engine

  • Cost
    While you pay for what you use, costs can escalate quickly with high traffic or resource-intensive applications. Detailed cost prediction can be challenging.
  • Vendor lock-in
    Relying heavily on Google App Engine's proprietary services and APIs can make it difficult to migrate applications to other platforms, leading to vendor lock-in.
  • Limited control
    Being a fully managed service, App Engine provides limited control over the underlying infrastructure which might be a limitation for certain advanced use cases.
  • Environment constraints
    Certain restrictions and limitations are imposed on the runtime environment, such as request timeout limits and specific resource quotas, which can affect application performance.
  • Complex debugging
    Debugging issues in a highly abstracted managed environment can be more complex and difficult compared to traditional server-hosted applications.
  • Cold start latency
    Serverless environments like App Engine can suffer from cold start latency, where the initial request triggers a delay as the environment spins up resources.
  • Configuration complexity
    Despite its benefits, configuring and optimizing App Engine for specific scenarios can be more complex than expected, requiring a steep learning curve.

Tornado features and specs

  • Asynchronous Networking
    Tornado's core is built on non-blocking network I/O, making it suitable for applications that require a high level of concurrency and can benefit from asynchronous networking.
  • WebSockets Support
    Native support for WebSockets allows Tornado to handle real-time web applications, such as live chats or streaming services, more efficiently.
  • Scalability
    Tornado can handle thousands of simultaneous connections, which makes it highly scalable and an excellent choice for applications expecting high traffic volume.
  • Integrated with asyncio
    Tornado is compatible with Python's asyncio library, providing more flexibility in managing asynchronous operations and integration with other modern async Python libraries.
  • Template Engine
    Comes with a built-in template engine, making it easy to build dynamic web pages without needing to integrate additional templating tools.
  • Long-Polling and SSE
    Supports long-polling and Server-Sent Events (SSE), providing more options for real-time data transfer in web applications.

Possible disadvantages of Tornado

  • Steeper Learning Curve
    Requires a good understanding of asynchronous programming and non-blocking I/O, which can be challenging for developers who are accustomed to synchronous paradigms.
  • Smaller Community
    Compared to other frameworks like Django or Flask, Tornado has a smaller community, which may result in fewer resources, tutorials, and third-party plugins.
  • Limited Out-of-the-Box Features
    Tornado is more low-level and does not come with built-in support for many web development features (e.g., authentication, ORM) that are readily available in other frameworks.
  • Performance Overhead
    The performance benefits of Tornadoโ€™s asynchronous capabilities are more noticeable in I/O-intensive applications. For CPU-bound tasks, the performance gains may be negligible or require additional libraries for parallel processing.
  • Compatibility Issues
    Older versions of Tornado may have compatibility issues with the latest Python releases or other modern async libraries, necessitating careful version management.
  • Less Beginner-Friendly
    Tornadoโ€™s emphasis on low-level control and asynchronous design patterns makes it less beginner-friendly compared to more opinionated, batteries-included frameworks.

Analysis of Google App Engine

Overall verdict

  • Google App Engine is generally considered a good choice for developers looking for a serverless platform to deploy their applications quickly without managing underlying infrastructure. Its ease of use, scalability, and integration with Google's ecosystem make it a strong option, especially for projects expecting to scale significantly or require integration with other Google Cloud services.

Why this product is good

  • Google App Engine is a fully managed serverless platform that allows developers to build scalable web applications and mobile backends. It abstracts away infrastructure management, handles scaling automatically, and offers integration with other Google Cloud services, providing a high degree of flexibility and efficiency. Its key strengths include support for multiple programming languages, built-in security features, and seamless connectivity to Google's machine learning and data analytics tools.

Recommended for

    Google App Engine is recommended for developers building web applications who prefer a Platform as a Service (PaaS) model, startups who need a solution that can grow with them without worrying about scaling issues, teams wanting to leverage Google's robust data and analytics offerings, and businesses that require a global reach with reliable performance.

Analysis of Tornado

Overall verdict

  • Tornado is a good choice if you need a highly concurrent web framework that's capable of handling a large number of open connections efficiently. It may not be the best choice for traditional web applications where synchronous processing is more prevalent.

Why this product is good

  • Tornado is known for its high performance and ability to handle thousands of simultaneous connections, making it an excellent choice for building high-traffic applications. It is lightweight and designed to efficiently deal with asynchronous operations, which is ideal for real-time web services.

Recommended for

  • Real-time web services
  • Applications with long-lived network connections
  • High-performance applications requiring non-blocking network I/O
  • Websockets-based communication

Google App Engine videos

Get to know Google App Engine

More videos:

  • Review - Developing apps that scale automatically with Google App Engine

Tornado videos

Review Honda Tornado 250

More videos:

  • Review - Tevo Tornado 2018 edition review: Big volume, big value
  • Review - The Retro51 Tornado Pen: The Full Nick Shabazz Review

Category Popularity

0-100% (relative to Google App Engine and Tornado)
Cloud Computing
100 100%
0% 0
Web And Application Servers
Cloud Hosting
100 100%
0% 0
Application Server
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google App Engine and Tornado

Google App Engine Reviews

Top 5 Alternatives to Heroku
Google App Engine is fast, easy, but not that very cheap. The pricing is reasonable, and it comes with a free tier, which is great for small projects that are right for beginner developers who want to quickly set up their apps. It can also auto scale, create new instances as needed and automatically handle high availability. App Engine gets a positive rating for performance...
AppScale - The Google App Engine Alternative
AppScale is open source Google App Engine and allows you to run your GAE applications on any infrastructure, anywhere that makes sense for your business. AppScale eliminates lock-in and makes your GAE application portable. This way you can choose which public or private cloud platform is the best fit for your business requirements. Because we are literally the GAE...

Tornado Reviews

25 Python Frameworks to Master
Tornado is an open-source asynchronous web framework and networking library for building web applications using Python. It was originally developed at FriendFeed, a social media aggregator that was later acquired by Facebook. Itโ€™s now widely used in a variety of applications, including web services, real-time analytics, and other high-concurrency applications.
Source: kinsta.com
Exploring 5 Alternatives to Flask in Python for Web Development
Tornado is a scalable web framework in Python that is well-suited for real-time web applications. It provides a non-blocking I/O loop that enables developers to handle thousands of connections at once. Tornado also has support for various third-party plugins and tools that can be easily integrated into the framework. To install Tornado, use the following command:
Source: msalinasc.com
Top 5 Asynchronous Web Frameworks for Python
Tornado has a strong and committed following in the Python community and is used by experienced architects to build highly capable systems. Itโ€™s a framework that has long had the answer to the problems of concurrency but perhaps didnโ€™t become mainstream as it doesnโ€™t support the WSGI standard and was too much of a buy-in (remember that the bulk of Python libraries are still...
Source: geekflare.com

Social recommendations and mentions

Based on our record, Google App Engine seems to be more popular. It has been mentiond 33 times since March 2021. 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.

Google App Engine mentions (33)

  • Simplifying basic (genAI) web app deployment with serverless
    Google App Engine (GAE) -- the "OG" serverless platform that launched back in 2008 & somewhat modernized in 2018; uses customized, proprietary containers, free static file edge-caching, and generous outbound networking free tier. - Source: dev.to / 9 months ago
  • Unlocking the Cloud: Your Essential Guide to IaaS, PaaS, and SaaS Models
    Google App Engine - Google's fully managed platform for building scalable web and mobile backends. - Source: dev.to / about 1 year ago
  • Guide to modern app-hosting without servers on Google Cloud
    If Google App Engine (GAE) is the "OG" serverless platform, Cloud Run (GCR) is its logical successor, crafted for today's modern app-hosting needs. GAE was the 1st generation of Google serverless platforms. It has since been joined, about a decade later, by 2nd generation services, GCR and Cloud Functions (GCF). GCF is somewhat out-of-scope for this post so I'll cover that another time. - Source: dev.to / over 1 year ago
  • Security in the Cloud: Your Role in the Shared Responsibility Model
    As Windsales Inc. expands, it adopts a PaaS model to offload server and runtime management, allowing its developers and engineers to focus on code development and deployment. By partnering with providers like Heroku and Google App Engine, Windsales Inc. Accesses a fully managed runtime environment. This choice relieves Windsales Inc. Of managing servers, OS updates, or runtime environment behavior. Instead,... - Source: dev.to / almost 2 years ago
  • Hosting apps in the cloud with Google App Engine in 2024
    Google App Engine (GAE) is their original serverless solution and first cloud product, launching in 2008 (video), giving rise to Serverless 1.0 and the cloud computing platform-as-a-service (PaaS) service level. It didn't do function-hosting nor was the concept of containers mainstream yet. GAE was specifically for (web) app-hosting (but also supported mobile backends as well). - Source: dev.to / almost 2 years ago
View more

Tornado mentions (0)

We have not tracked any mentions of Tornado yet. Tracking of Tornado recommendations started around Mar 2021.

What are some alternatives?

When comparing Google App Engine and Tornado, you can also consider the following products

Salesforce Platform - Salesforce Platform is a comprehensive PaaS solution that paves the way for the developers to test, build, and mitigate the issues in the cloud application before the final deployment.

Apache Tomcat - An open source software implementation of the Java Servlet and JavaServer Pages technologies

Dokku - Docker powered mini-Heroku in around 100 lines of Bash

LiteSpeed Web Server - LiteSpeed Web Server (LSWS) is a high-performance Apache drop-in replacement.

Heroku - Agile deployment platform for Ruby, Node.js, Clojure, Java, Python, and Scala. Setup takes only minutes and deploys are instant through git. Leave tedious server maintenance to Heroku and focus on your code.

Microsoft IIS - Internet Information Services is a web server for Microsoft Windows