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Google Cloud Platform VS GitLab

Compare Google Cloud Platform VS GitLab and see what are their differences

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Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Google Cloud Platform logo Google Cloud Platform

Google Cloud provides flexible infrastructure, end-to-security, modern productivity, and intelligent insights engineered to help your business thrive.

GitLab logo GitLab

Create, review and deploy code together with GitLab open source git repo management software | GitLab
  • Google Cloud Platform Landing page
    Landing page //
    2023-08-02

Google Cloud accelerates every organization’s ability to digitally transform its business and industry by delivering enterprise-grade solutions that leverage Google’s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

  • GitLab Landing page
    Landing page //
    2023-10-17

Google Cloud Platform features and specs

  • Scalability
    Google Cloud Platform offers highly scalable services that can grow with your needs, allowing businesses to handle varying loads effectively.
  • Global Infrastructure
    GCP has data centers across the globe, providing low latency and high availability for users worldwide.
  • Advanced Security
    Google Cloud provides robust security features, including strong data encryption, identity management, and regular security audits.
  • Machine Learning and AI
    GCP offers advanced machine learning and AI platforms such as TensorFlow and AutoML, which facilitate the development of sophisticated AI solutions.
  • Cost Management Tools
    GCP provides tools like cost analysis, budgeting, and reporting to help manage and optimize cloud expenditure.

Possible disadvantages of Google Cloud Platform

  • Complex Pricing Structure
    Google Cloud Platform's pricing can be complex and difficult to understand, which might lead to unexpected expenses if not monitored carefully.
  • Service Maturity
    Some of GCP's newer services are not as mature or feature-rich as similar offerings from competitors like AWS and Azure.
  • Steeper Learning Curve
    For individuals and organizations new to cloud platforms, GCP can have a steeper learning curve compared to some other providers.
  • Support Costs
    Premium support tiers can be expensive, limiting options for smaller businesses or individual users seeking timely and efficient support.
  • Region Availability
    Not all GCP services are available in every region, which may be a limitation for businesses operating in specific geographic areas.

GitLab features and specs

  • Integrated DevOps Platform
    GitLab provides a single application for the entire DevOps lifecycle, which simplifies the workflow and reduces the need for multiple tools.
  • CI/CD Capabilities
    It offers powerful Continuous Integration and Continuous Deployment (CI/CD) features, enabling automated testing and deployment.
  • Self-Hosted and SaaS Options
    GitLab can be hosted on your own servers or used as a cloud-hosted service, providing flexibility depending on your needs.
  • Strong Security Features
    GitLab includes various security features such as code quality analysis, vulnerability management, and compliance management.
  • Robust Community and Support
    There is a large community and extensive documentation available, along with professional support options.

Possible disadvantages of GitLab

  • Complexity for New Users
    The extensive features and functionalities can be overwhelming for newcomers, requiring a steep learning curve.
  • Resource Intensive
    Self-hosting a GitLab instance requires substantial server resources, which can be costly.
  • Price
    While there is a free tier, the advanced features are part of the paid plans, which can be expensive for small teams or startups.
  • User Interface
    Some users find the interface less intuitive and harder to navigate compared to other platforms like GitHub.
  • Performance Issues
    Large repositories or high usage can sometimes lead to performance issues, especially on self-hosted instances.

Google Cloud Platform videos

+ Add

Amazon Web Services vs Google Cloud Platform - AWS vs GCP | Difference Between GCP and AWS

More videos:

  • Review - Welcome to Google Cloud Platform - the Essentials of GCP
  • Review - Hosting a Website on Google Cloud Platform | Free Hosting
  • Review - Google Cloud Platform (GCP) - Beginner Series | Lesson #2 Learn all GCP products in 10 mins
  • Review - Benefits of Google Cloud Platform

GitLab videos

+ Add

Introduction to GitLab Workflow

More videos:

  • Review - GitLab Review App Working Session

Category Popularity

0-100% (relative to Google Cloud Platform and GitLab)

Google Cloud Platform

GitLab

Cloud Computing
100 100%
Cloud Computing
0% 0
Code Collaboration
0 0%
Code Collaboration
100% 100
Cloud Infrastructure
100 100%
Cloud Infrastructure
0% 0
Git
0 0%
Git
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 Cloud Platform and GitLab

Google Cloud Platform Reviews

10 Best Web Hosting Companies in India(December 2023)
Google Cloud consistently performs well in load tests, handling high traffic volumes with minimal impact on website performance.
Source: www.vikatan.com
Best Dedicated Server Providers for E-commerce Businesses in India
Big Data and Analytics: Using Google’s data processing resources, Google Cloud provides dependable big data and analytics solutions, enabling your e-commerce business to make data-driven decisions.
Source: pricealertbd.com
The Best Dedicated Server Operating System for UK-Based Business
Google Cloud offers automated backup and disaster recovery options and effortlessly connects with other Google services. Because of its affordable high-performance computing costs, businesses may continue to lead the way in technological innovation in the digital sphere.
Source: featurestic.com
The Best Dedicated Servers for Enterprise Businesses in India: Scalable and Reliable
The cutting-edge architecture of Google Cloud is one of its most distinctive features. Their dedicated servers are constructed on top-notch hardware, utilizing Google’s extensive network and technological know-how to provide great performance, stability, and reliability. Businesses may easily support their mission-critical workloads by relying on the infrastructure of Google...
Source: india07.in
AWS vs GCP: Choosing the Right Cloud Platform
Amazon Web Services (AWS) and Google Cloud Platform (GCP) have established themselves as industry leaders in the cloud computing landscape. With their ability to provide a wide range of services to meet diverse business needs, on demand, and a low entry point make them enticing solutions for many organizations.
Source: openmetal.io

GitLab Reviews

  1. Reinhard
    · Boss at CLOUD Meister ·
    perfect for Freelancers!
The Top 11 Static Application Security Testing (SAST) Tools
GitLab’s in-context testing solution simplifies the development process by automating both application and infrastructure management on a single platform.Why We Picked GitLab: We like GitLab’s automation of testing and compliance across development workflows. Its in-context testing minimizes license costs and reduces the learning curve.
Source: expertinsights.com
The Top 10 GitHub Alternatives
GitLab is a web-based DevSecOps (take that, Call of Duty) platform that allows software development teams to plan, build, and ship secure code all in one application. GitLab offers a range of features and tools to support the entire software development lifecycle, from project planning and source code management to continuous integration, delivery, and deployment.
Source: www.wearedevelopers.com
The Best Alternatives to Jenkins for Developers
CI/CD GitLab, as a complete DevOps platform, provides an integrated CI/CD solution along with its other features. If your team is already using GitLab for controlling versions and managing projects, the addition of GitLab CI/CD can be very smooth. The offering in CI/CD by GitLab is quite customizable and it backs up many programming languages as well as application test...
Source: morninglif.com
Top 7 GitHub Alternatives You Should Know (2024)
Most of the listed alternatives offer free tier plans for individuals or small teams. Tools like GitLab and Bitbucket allow users to host unlimited repositories without cost.
Source: snappify.com
Best GitHub Alternatives for Developers in 2023
While GitLab features an extensive set of capabilities, this can also serve as a weakness since beginners may find the developer tool overwhelming to begin with. The user interface compounds this issue by being outdated and unintuitive. GitLab could benefit from more third-party integrations, and its performance tends to struggle when dealing with large repositories or CI/CD...
Source: www.techrepublic.com

Social recommendations and mentions

Google Cloud Platform might be a bit more popular than GitLab. We know about 191 links to it since March 2021 and only 133 links to GitLab. 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 Cloud Platform mentions (191)

  • Top Programming Languages for AI Development in 2025
    Connectivity to edge devices and cloud platforms. - Source: dev.to / 7 days ago
  • Snyk and Sonar : committed credentials security test
    And now I will add a sample of credentials for AWS, Azure and GCP to index.js. - Source: dev.to / 18 days ago
  • Deploy a Laravel Application using CloudRay
    A cloud server accessible via SSH: If you don’t already have a cloud server, you can get one from popular providers like AWS, DigitalOcean, and Google Cloud. Ensure the server has at least 4GB of RAM, and a minimum of 20GB SSD. - Source: dev.to / about 1 month ago
  • Building EczEase with Cutting-Edge Tech - Introduction
    For our backend infrastructure and hosting needs, I'm leveraging the robust capabilities of Google Cloud Platform. GCP offers scalable and reliable services that will allow EczEase to grow and adapt to user needs. From Cloud Functions for serverless operations to Cloud Storage for managing user data, GCP provides the flexibility and power we need to build a secure and efficient platform. - Source: dev.to / about 1 month ago
  • Installing NGINX on GCP (Google Cloud Platform)
    I created a Google cloud account and logged into the Google cloud console Google cloud console. On creating the account, press the Create a VM > Enable Compute Engine API > Create VM Instances. Configure the VM instance with the settings below:. - Source: dev.to / 3 months ago
View more

GitLab mentions (133)

  • India Open Source Development: Harnessing Collaborative Innovation for Global Impact
    Indian developers have embraced platforms like GitHub and GitLab, which serve as global meeting points for coding projects. Developer communities such as FOSSAsia and Open Source India regularly organize hackathons, webinars, and code sprints that bring together enthusiasts to tackle both local and global problems. - Source: dev.to / 1 day ago
  • Open Source Funding: Strategies, Case Studies, and Best Practices
    In this article, we explore funding methods that empower projects such as Red Hat, GitLab, and Blender. Our discussion focuses on overlaying robust financial models with community-led efforts while incorporating advanced technologies like blockchain and smart contracts for secure, transparent fund distribution. With clear definitions, tables, bullet lists, and real-world examples, we aim to provide a holistic view... - Source: dev.to / 30 days ago
  • The Hidden Challenges of Building with AWS
    💡** My Take:** If you’re not ready to spend hours debugging AWS configurations, you might want to consider other cloud options, such as DigitalOcean or Gitlab for CI/CD. - Source: dev.to / about 1 month ago
  • Understanding Open Source Developer Support Networks
    The foundation of OSS is its community. OSDSNs offer platforms like GitHub and GitLab that encourage communication and collaboration, creating a sense of belonging among developers. These platforms are essential for managing projects and enhancing motivation within the community. - Source: dev.to / 3 months ago
  • Navigating the Financial Landscape of Open Source Projects
    The open core model involves offering a core open-source product while providing premium features as part of a separate, paid product. This model encourages community involvement by allowing free access to the foundational version. Meanwhile, it supports sustainability by charging for advanced features tailored to specific market needs. GitLab exemplifies this model, offering a free version alongside premium... - Source: dev.to / 3 months ago
View more

What are some alternatives?

When comparing Google Cloud Platform and GitLab, you can also consider the following products

Amazon AWS - Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

Microsoft Azure - Windows Azure and SQL Azure enable you to build, host and scale applications in Microsoft datacenters.

BitBucket - Bitbucket is a free code hosting site for Mercurial and Git. Manage your development with a hosted wiki, issue tracker and source code.

DigitalOcean - Simplifying cloud hosting. Deploy an SSD cloud server in 55 seconds.

Gitea - A painless self-hosted Git service

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