GitLab vs. Google Container Registry

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
GitLab
Score 8.7 out of 10
N/A
GitLab DevSecOps platform enables software innovation by aiming to empower development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. Differentiators, as described by Gitlab: Simplicity: With GitLab, DevSecOps can…
$0
per month per user
Google Container Registry
Score 8.0 out of 10
N/A
Google Cloud Container Registry is a place to manage Docker images, perform vulnerability analysis, and decide who can access what with fine-grained access control. Existing CI/CD integrations let users set up fully automated Docker pipelines.N/A
Pricing
GitLabGoogle Container Registry
Editions & Modules
GitLab Essential
$0
per month per user
GitLab Premium
$29
per month per user
GitLab Ultimate
$99
per month per user
No answers on this topic
Offerings
Pricing Offerings
GitLabGoogle Container Registry
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalNo setup fee
Additional Details
More Pricing Information
Community Pulse
GitLabGoogle Container Registry
Features
GitLabGoogle Container Registry
Container Management
Comparison of Container Management features of Product A and Product B
GitLab
-
Ratings
Google Container Registry
8.5
Ratings
9% above category average
Security and Isolation00 Ratings9.00 Ratings
Container Orchestration00 Ratings6.00 Ratings
Storage Management00 Ratings8.00 Ratings
Update Rollouts and Rollbacks00 Ratings9.00 Ratings
Self-Healing and Recovery00 Ratings9.00 Ratings
Analytics, Monitoring, and Logging00 Ratings10.00 Ratings
Best Alternatives
GitLabGoogle Container Registry
Small Businesses

No answers on this topic

Portainer
Portainer
Score 9.6 out of 10
Medium-sized Companies
Veracode
Veracode
Score 8.7 out of 10
Red Hat OpenShift
Red Hat OpenShift
Score 9.3 out of 10
Enterprises
Veracode
Veracode
Score 8.7 out of 10
Red Hat OpenShift
Red Hat OpenShift
Score 9.3 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
GitLabGoogle Container Registry
Likelihood to Recommend
8.9
(0 ratings)
8.0
(0 ratings)
Likelihood to Renew
9.9
(0 ratings)
-
(0 ratings)
Usability
9.0
(0 ratings)
-
(0 ratings)
Support Rating
9.1
(0 ratings)
-
(0 ratings)
User Testimonials
GitLabGoogle Container Registry
Likelihood to Recommend
It is well-suited for any project that needs VCS. It's an excellent choice for teams that might be remote or have to collaborate across teams. Plenty of features allow for async working. With its dashboards and reporting features, it is also suitable for nontechnical PMs or stakeholders. It allows for very bespoke customization and can most often do much more than you need it to.
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As a Cloud Engineer while working on a migration project we used GCR and my experience of using it is actually good the reason behind this is: 1: GCR uses industry-standard encryption to protect your data.2: GCR offers data loss prevention features to help you prevent sensitive data from being leaked or exposed and last but not the least is GCR provides audit logging so you can track who has accessed your data and when, because of these reasons its my go to tool.
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Pros
  • GitLab excels in managing code versions, allowing easy tracking of changes, branch management, and merging contributions.
  • It helps maintain code stability and reliability, saving time and effort in the development or research workflow.
  • Powerful code review features, enabling collaboration and feedback among team members.
  • Robust project management features, including issue tracking, kanban boards, and milestones.
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  • Object Immutability feature allows us to protect our code and backups from accidental or malicious changes.
  • Data loss prevention feature helps us to prevent sensitive data from being leaked or exposed.
  • GCR has support for machine learning which is in my opinion is best .
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Cons
  • CI variables management is sometimes hard to use, for example, with File type variables. The scope of each variable is also hard to guess.
  • Access Token: there are too many types (Personal, Project, global..), and it is hard to identify the scope and where it comes from once created.
  • Runners: auto-scaled runners are for the moment hard to put in place, and monitoring is not easy.
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  • The one area which i think GCR lacks is that it currently supports a limited number of file types
  • The major flaw a felt while working on it is it does not have feature of object versioning and object locking
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Likelihood to Renew
I really feel the platform has matured quite faster than others, and it is always at the top of its game compared to the different vendors like GitHub, Azure pipelines, CircleCI, Travis, Jenkins. Since it provides, agents, CI/CD, repository hosting, Secrets management, user management, and Single Sign on; among other features
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No answers on this topic
Usability
I find it easy to use, I haven't had to do the integration work, so that's why it is a 9/10, cause I can't speak to how easy that part was or the initial set up, but day to day use is great!
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No answers on this topic
Reliability and Availability
I've never had experienced outages from GItlab itself, but regarding the code I have deployed to Gitlab, the history helps a lot to trace the cause of the issue or performing a rollback to go back to a working version
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No answers on this topic
Performance
GItlab reponsiveness is amazing, has never left me IDLE. I've never had issues even with complex projects. I have not experienced any issues when integrating it with agents for example or SSO
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No answers on this topic
Support Rating
At this point, I do not have much experience with Gitlab support as I have never had to engage them. They have documentation that is helpful, not quite as extensive as other documentation, but helpful nonetheless. They also seem to be relatively responsive on social media platforms (twitter) and really thrived when GitHub was acquired by Microsoft
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No answers on this topic
Alternatives Considered
GitHub is an inferior product from most points of view. We had to use it and the teams finds no positives about it. Everything is a downgrade from our previous GitLab solution. GitLab CI\CD is vastly superior to workflows, for example doing a manual node is just "when : manual" in GitLab while you have to do clickops in GitHub to achieve the same. No overview of code in branches is a minus when we tried to figure out what our colleagues are trying to merge as it looked off.
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It is very easy to integrate GCR with other services and I integrated GCR with GKE and Cloud Build. 1: While working on one project I created one pipeline pulls the app's Docker image from GCR and builds the app's Docker image. Deployed that apps image in GKE. 2: Ive stored the data in GCR and that data was being used by cloud Run applications
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Scalability
I think is very well designed, and like any VCS it works as intended
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No answers on this topic
Return on Investment
  • GitLab cut down our spent on container, package and infrastructure registry
  • Best thing is we can now have everything in single platform which cost effective too
  • Quality of support is really good and they do have emergency support team as well which is great
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  • As a DevOps Engineer , GCR has made a important contribution to my organisation because GCR can be used to store code and assets, which can help to reduce the development time for new projects.
  • Using GCR has bee­n a cost-effective solution for us since­ we only pay for the storage we­ actually utilise. This has resulted in significant savings on our cloud storage­ expenses.
  • We trust GCR be­cause they prioritise the­ security of our data by utilising industry-standard encryption. This assurance brings us pe­ace of mind, as we know our information is protecte­d.
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ScreenShots

GitLab Screenshots

Screenshot of GitLab, a comprehensive DevSecOps platform.Screenshot of Security DashboardScreenshot of Merge Request