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GitLab vs Google Cloud Run: Which is a better fit?

Updated on January 16th, 2025
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Summary
Key features rated by users
Features selected based on 1,086 reviews from Application Development users.
% Fit
Missing features
Feature ratings
Data Security
NA
Code Development
NA
Code Editing
NA
Continuous Deployment
4.7
Continuous Integration
4.6
% Fit
Missing features
Not enough reviews
Feature ratings
Data Security
NA
Code Development
NA
Code Editing
NA
Continuous Deployment
3.0
Continuous Integration
4.0
User satisfaction
4.6
User reviews1,158
Ease of use
4.4
Functionality
4.6
Value for money
4.5
Customer support
4.2
4.1
User reviews13
Ease of use
3.7
Functionality
4.3
Value for money
4.3
Customer support
3.8
Price starts from
/user
Monthly subscription
Free version
Free trial
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Monthly subscription
Free version
Free trial
Best for

Designed for software developers, IT managers, product developers, security engineers, and project managers. GitLab is the most comprehensive DevSecOps platform. Get started with a 30 day free trial.

Developers building any web serving or data and batch processing applications.

User reviews
pros & cons
1 / 4
View Reviews
1 / 4
View Reviews
Video reviews
video-6b4a0437-ded0-4065-2591-08dbfc37a66e
Justin S
Senior DevOps Engineer
4.0

Justin: Hi, I'm Justin, a senior DevOps engineer, and I work for a company that produces medical imaging software for hospitals and research institutes. I give GitLab four out of five stars. Before using GitLab, we used Phabricator for code review and a server from Mercurial based code storage. I chose GitLab for the company because we needed an all-in-one solution that allowed us to all work in a community platform, something that we could use for everything without having to build and maintain the plumbing between so many different services. I also like that GitLab had an open source edition while having an enterprise product. Having an open source edition means you get a lot of interesting contributions from community contributors such as myself. For testing purposes, it's easy to get a GitLab environment set up. They have an all-in-one installer for the Omnibus edition of GitLab. It's basically just a single Linux package you can install on any server or even a VM. Once you're online, getting started with GitLab is as complicated as you want it to be. GitLab can do a lot, but their documentation is generally very good at walking you through the basics of getting started. So, if you want to get started with something simple like just having a code project, maybe running some CICD tests, they have great documentation on that as well. They have a learning portal now that allows you to get access to some of their best training content and training videos all in one place. If you're thinking about using GitLab, bear in mind that GitLab's business model has changed a bit over the last couple of years. GitLab went public just recently and that has brought about a slight change in their product direction. Previously, there were a lot of GitLab ultimate features that bubbled down to GitLab premium customers like us over time. Officially, they say they can't really comment on public strategy, but I can tell you from experience, there's a lot less of that occurring. There's a lot that is getting in GitLab Ultimate and saying GitLab Ultimate. So, if you're thinking that you'll see GitLab Ultimate stuff eventually come down to GitLab premium, I wouldn't necessarily count on that. The other thing to bear in mind too is that certain GitLab teams, each product has its own different director and team lead, that sort of thing. Certain teams are very much overloaded right now. For instance, the packaging division is very overloaded. There are a lot of half-finished products they haven't been able to get through. Maybe, you're not really worried about the packaging component. I would say the core teams are still working pretty well, but there are some parts of it like packaging that you should definitely ask about with your GitLab sales rep if you're concerned that you may not be able to get features that you want included in the product.

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Do these products fit your needs?

Prioritize real-user-identified key features according to your needs to find your best fit.

Logo Img
--%
Logo Img
--%
Access Controls/Permissions
207
Important
Activity Dashboard
388
Important

GitLab

Top Features
22/48
  • Activity Dashboard
  • Backup and Recovery
  • Code Development
  • Code Editing
  • Code Repository Integration
  • Compatibility Testing
  • Configurable Workflow
  • Custom Development
  • Customizable Branding
  • Database Support
  • Data Import/Export
  • Data Modeling
  • Data Security
  • Data Visualization
  • Document Management
  • For Low-Code Development
  • For No-Code Development
  • Game Development
  • Mobile Development
  • Multiple Programming Languages Supported
  • Offline Access
  • Performance Management
  • Pre-built Templates
  • UI Prototyping
  • Version Control
  • Web App Development
  • Access Controls/Permissions
  • Alerts/Notifications
  • API
  • Application Security
  • Automated Testing
  • Change Management
  • Collaboration Tools
  • Compliance Management
  • Continuous Deployment
  • Continuous Integration
  • Debugging
  • Deployment Management
  • Drag & Drop
  • Graphical User Interface
  • Integrated Development Environment
  • Lifecycle Management
  • Reporting/Analytics
  • Software Development
  • Source Control
  • Task Management
  • Third-Party Integrations
  • Workflow Management
See All features
Hide Application Development Software Features -

Google Cloud Run

15/48
Show Application Development Software Features +

GitLab

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Google Cloud Run

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GitLab
Deployment
  • Cloud, SaaS, Web-Based
  • Desktop - Mac
  • Desktop - Windows
  • Desktop - Linux
  • Desktop - Chromebook
  • On-Premise - Windows
  • On-Premise - Linux
  • Mobile - Android
  • Mobile - iPhone
  • Mobile - iPad
Support
  • Email/Help Desk
  • FAQs/Forum
  • Knowledge Base
  • Phone Support
  • 24/7 (Live rep)
  • Chat
Training
  • In Person
  • Live Online
  • Webinars
  • Documentation
  • Videos
Google Cloud Run
Deployment
  • Cloud, SaaS, Web-Based
  • Desktop - Mac
  • Desktop - Windows
  • Desktop - Linux
  • Desktop - Chromebook
  • On-Premise - Windows
  • On-Premise - Linux
  • Mobile - Android
  • Mobile - iPhone
  • Mobile - iPad
Support
  • Email/Help Desk
  • FAQs/Forum
  • Knowledge Base
  • Phone Support
  • 24/7 (Live rep)
  • Chat
Training
  • In Person
  • Live Online
  • Webinars
  • Documentation
  • Videos
GitLab
  • By GitLab
  • Located in United States
  • Founded in 2011
Google Cloud Run
  • By Google
  • Located in United States
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