Software Alternatives, Accelerators & Startups

Colaboratory VS Laravel

Compare Colaboratory VS Laravel and see what are their differences

Colaboratory logo Colaboratory

Free Jupyter notebook environment in the cloud.

Laravel logo Laravel

A PHP Framework For Web Artisans
  • Colaboratory Landing page
    Landing page //
    2022-11-01
  • Laravel Landing page
    Landing page //
    2023-07-24

Colaboratory features and specs

  • Free Access
    Colaboratory is freely available to anyone with a Google account, making it accessible for students, researchers, and developers without cost barriers.
  • Cloud-based
    Colab operates in the cloud, eliminating the need for local computational resources and allowing access from any device with internet connectivity.
  • GPU and TPU Support
    Colab provides free access to GPUs and TPUs, which can significantly speed up machine learning tasks and deep learning experiments.
  • Integration with Google Drive
    Easy integration with Google Drive allows for convenient storage and retrieval of data, notebooks, and other resources.
  • Collaborative Editing
    Multiple users can collaborate on a notebook in real-time, making it a valuable tool for team projects and pair programming.
  • Pre-configured Environment
    Colab comes pre-installed with a wide array of popular machine learning libraries and dependencies, reducing setup time and effort.

Possible disadvantages of Colaboratory

  • Session Time Limits
    Colab has time limits for sessions, meaning your environment can be reset if left idle for too long or if the maximum session duration is reached.
  • Resource Limits
    There are limitations on the computational resources and memory available, which can be restrictive for very large and complex tasks.
  • Dependency Management
    While many libraries are pre-installed, managing and updating dependencies can sometimes be problematic, leading to conflicts or version issues.
  • Privacy Concerns
    Since your code and data are stored on Google’s servers, there can be privacy and security concerns related to sensitive information.
  • Network Dependency
    Being a cloud-based service, Colaboratory requires a constant internet connection, which may not be feasible in all scenarios or locations.
  • Limited Customization
    Customization of the environment is limited compared to a local setup where you have full control over system configurations and installed software.

Laravel features and specs

  • Eloquent ORM
    Laravel includes Eloquent ORM, which provides a beautiful and simple ActiveRecord implementation for working with your database. It allows for easy interaction with your databases, offering an intuitive syntax.
  • Blade Templating Engine
    The Blade templating engine offers a clean and efficient syntax for writing templates. It provides features like template inheritance and sections, which makes template design more manageable and organized.
  • Artisan CLI
    Laravel's Artisan Command Line Interface (CLI) allows developers to perform repetitive tasks and manage their Laravel project more efficiently with built-in commands for database migration, seeding, and building tasks.
  • Strong Community and Ecosystem
    Laravel has a large and active community that provides an abundance of resources, including packages, tutorials, and screencasts on Laracasts. This ecosystem allows for quick problem-solving and an extensive library of reusable components.
  • Robust Security Features
    Laravel provides built-in security features such as salted and hashed passwords, encryption, and protection against common vulnerabilities like SQL injection and cross-site request forgery (CSRF).
  • Efficient Testing
    Laravel comes with PHPUnit integrated, along with convenient helper methods, making writing test cases and performing automated testing more straightforward. This leads to better code reliability and fewer bugs.
  • Comprehensive Documentation
    Laravel has thorough and well-organized documentation that covers all its features in detail. This makes it easier for new and experienced developers to understand and use the framework effectively.

Possible disadvantages of Laravel

  • Performance Overhead
    Since Laravel is a full-featured framework, it includes many built-in functions and layers that can create performance overhead. For very high-performance applications, fine-tuning may be necessary.
  • Steep Learning Curve for Beginners
    For those new to web development or coming from a different programming paradigm, Laravel can be challenging to grasp initially due to its extensive features and modern PHP practices.
  • Heavy Dependency on Composer
    Laravel heavily relies on Composer for dependency management. While this is beneficial for package management, it can be a downside if you are not familiar with Composer or have issues managing packages.
  • Frequent Updates
    Laravel receives frequent updates and changes in the new versions, which can sometimes lead to compatibility issues with existing projects. Keeping up with the updates can be time-consuming.
  • Hosting Requirements
    Laravel requires specific server configurations and dependencies, which may not be available on all shared hosting services. This can necessitate using a Virtual Private Server (VPS) or dedicated server, which might have higher costs.

Analysis of Colaboratory

Overall verdict

  • Yes, Colaboratory is highly praised for its convenience, accessibility, and powerful features which make it an excellent choice for many users, especially those involved in data science, machine learning, and education.

Why this product is good

  • Google Colab (Colaboratory) is a powerful platform for running Jupyter notebooks in the cloud. It offers seamless integration with Google Drive, allowing for easy sharing and collaboration. It also provides access to free resources, including GPUs and TPUs, which is beneficial for tasks requiring substantial computational power such as training machine learning models. The simplicity of running Python code without setup and the support for common libraries make it accessible and easy to use.

Recommended for

  • Data scientists needing scalable resources
  • Researchers and educators looking for collaborative tools
  • Students learning Python and data analysis
  • Anyone wanting to leverage GPU/TPU without additional costs

Analysis of Laravel

Overall verdict

  • Yes, Laravel is considered a good framework for web development.

Why this product is good

  • Features
    Laravel includes a wide variety of built-in features such as authentication, routing, sessions, and caching, which accelerate the development process.
  • Community
    It has a large and active community which contributes to a rich ecosystem of packages and resources.
  • Ease of use
    Laravel emphasizes simplicity and elegance, making it relatively easy to use, especially for developers familiar with PHP.
  • Documentation
    It provides comprehensive and well-structured documentation, which is very helpful for beginners and experienced developers alike.
  • Modern tooling
    Laravel offers modern tooling with features like a robust CLI, built-in task scheduling, and an expressive ORM called Eloquent.

Recommended for

  • Developers looking to build scalable web applications with PHP.
  • Teams seeking a framework with a strong balance between power and ease of use.
  • Projects that benefit from built-in solutions for common web application requirements like authentication and API support.
  • Developers interested in a framework with out-of-the-box features and an expressive syntax.

Colaboratory videos

Google Colaboratory review: the best tool for Python programming and data analysis

Laravel videos

Laravel in 100 seconds

More videos:

  • Review - Why Laravel is Still Best in 2018

Category Popularity

0-100% (relative to Colaboratory and Laravel)
Development
100 100%
0% 0
Developer Tools
0 0%
100% 100
Online Learning
100 100%
0% 0
Web Frameworks
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 Colaboratory and Laravel

Colaboratory Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
Google Colaboratory (known as Colab) is a browser-based notebook created by the Google team. The environment is based on the Jupyter Notebook environment, so it will be recognizable to those of you who are already familiar with Jupyter.
Source: lakefs.io
12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
Microsoft Azure Notebooks is a cloud-based platform for data science projects and machine learning that is similar to Google Colab and Kaggle Notebooks. It provides access to powerful hardware resources, including GPUs and TPUs, for running machine learning and deep learning models, as well as a number of other useful features, such as integration with Microsoft Azure...
Source: noteable.io

Laravel Reviews

Laravel vs. Symfony: A Comprehensive Comparison of PHP Frameworks
Laravel has a vibrant ecosystem with many first-party packages, such as Laravel Horizon for queue management, Laravel Echo for real-time events, and Laravel Sanctum for API authentication, that make it easy to extend functionality without much hassle.
The 20 Best Laravel Alternatives for Web Development
Oh, you bet. When devs talk Symfony, they’re eyeing robustness and a modular vibe that Laravel fans might miss. Its reusable components could tempt even the most loyal Laravel artisans to at least take a peek.
Top 9 best Frameworks for web development
The best frameworks for web development include React, Angular, Vue.js, Django, Spring, Laravel, Ruby on Rails, Flask and Express.js. Each of these frameworks has its own advantages and distinctive features, so it is important to choose the framework that best suits the needs of your project.
Source: www.kiwop.com
Top 5 Laravel Alternatives
However, there are other excellent choices other than Laravel as well. So, let’s check out some excellent Laravel alternatives before you hire Laravel developers India for your web development project. This post provides you with a thorough understanding of the available web development framework choices and their benefits over Laravel. For that, let’s first discuss the...
Framework review: Laravel vs CodeIgniter
Let's start with CodeIgniter first. It focuses on performance and speed. It offers a simple, easy-to-learn syntax, making it ideal for beginners. CodeIgniter uses its own proprietary Active Record implementation for database operations, which provides a simple and intuitive way to interact with data. Unlike Laravel, CodeIgniter does not enforce a specific architectural...
Source: infinyhost.com

Social recommendations and mentions

Laravel might be a bit more popular than Colaboratory. We know about 241 links to it since March 2021 and only 225 links to Colaboratory. 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.

Colaboratory mentions (225)

  • What Are the Best Code Editors for Collaborative Coding?
    Google Colaboratory is a Jupyter notebook environment specifically built for machine learning and data science applications in Python. It supports collaboration in a unique way:. - Source: dev.to / 17 days ago
  • Introduction to TensorFlow with real code examples
    If you don't want to set up TensorFlow locally, you can use Google Colab, which comes with a GPU by default. You can access it via this link. - Source: dev.to / 2 months ago
  • The 3 Best Python Frameworks To Build UIs for AI Apps
    Showcase and share: Easily embed UIs in Jupyter Notebook, Google Colab or share them on Hugging Face using a public link. - Source: dev.to / 3 months ago
  • Build a RAG-Powered Research Paper Assistant
    Google Colab Documentation Beginner-friendly documentation to get started with Google Colab: Https://colab.research.google.com/. - Source: dev.to / 3 months ago
  • PyTorch Fundamentals: A Beginner-Friendly Guide
    If you don't want to install PyTorch locally, you can use Google Colab, which provides a free cloud-based environment with PyTorch pre-installed. This allows you to run PyTorch code without any setup on your local machine. Simply go to Google Colab and create a new notebook. - Source: dev.to / 4 months ago
View more

Laravel mentions (241)

  • Build a Command Line TODO App with Goravel Console
    You may have used Laravel (personally, I’ve used it a lot!). I love its developer-friendly experience and straightforward architecture. However, for the Go community, something similar was missing. Enter Goravel—a framework that makes life easier for PHP developers like me who want to work with Go. - Source: dev.to / 5 months ago
  • I analyzed how Supabase and Laravel launched. Here's what I learned.
    Laravel is a PHP web framework used by developers around the world. In March 2024, they launched Laravel Cloud with a full lineup of updates. All dropped at once. - Source: dev.to / 3 months ago
  • How to Build a Blog with Laravel (& Send Slack Notifications)
    Laravel is a full-stack PHP framework that can be integrated with powerful front-end frameworks such as React or Vue.js. With Laravel, you’ll be creating websites and apps that are scalable and capable of growth. - Source: dev.to / about 2 months ago
  • Everything about AI Function Calling (MCP), the keyword for Agentic AI
    If you're planning to convert a backend server to an AI agent using function calling, avoid languages and frameworks that require developers to manually write JSON schemas, such as PHP Laravel and Java Spring RestDocs. - Source: dev.to / about 2 months ago
  • A Structured Workflow for "Vibe Coding" Full-Stack Apps
    Using a full-stack framework with batteries-included, such as Wasp for JavaScript (React, Node.js, Prisma) or Laravel for PHP, takes the complexity out of piecing the different parts of the stack together. Since these frameworks are opinionated, they've chosen a set of tools that work well together, and the have the added benefit of doing a lot of work under-the-hood. In the end, the AI can focus on just the... - Source: dev.to / about 2 months ago
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What are some alternatives?

When comparing Colaboratory and Laravel, you can also consider the following products

Jupyter - Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages. Ready to get started? Try it in your browser Install the Notebook.

Django - The Web framework for perfectionists with deadlines

Kaggle - Kaggle offers innovative business results and solutions to companies.

Ruby on Rails - Ruby on Rails is an open source full-stack web application framework for the Ruby programming...

Teammately.ai - Teammately is The AI AI-Engineer - the AI Agent for AI Engineers that autonomously builds AI Products, Models and Agents based on LLM, prompt, RAG and ML.

CodeIgniter - A Fully Baked PHP Framework