Cycloid Platform Engineering vs. GitLab

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Cycloid Platform Engineering
Score 0.0 out of 10
Enterprise companies (1,001+ employees)
Cycloid is an engineering platform designed to break down team silos, introduce DevOps best practices and support a hybrid cloud journey for enterprises. It's an internal developer platform that helps to facilitate end-to-end platform engineering adoption at scale in a clear and sustainable manner. Cycloid's Infra Import industrializes manually deployed infrastructure and creates Infra-as-code on the fly to ensure the sustainability and future-proof…
$39
per month per user
GitLab
Score 8.7 out of 10
N/A
GitLab is an intelligent orchestration platform for DevSecOps, where software teams enable AI at every stage of the software lifecycle to ship faster. The platform enables teams to automate repetitive tasks across planning, building, securing, testing, deploying, and maintaining software.
$0
per month per user
Pricing
Cycloid Platform EngineeringGitLab
Editions & Modules
End-users
$39
per month per user
End-users
$39
per month per user
Platform Teams
$65
per month per user
Platform Teams
$65
per month per user
GitLab Free (self-managed)
$0
GitLab Free
$0
GitLab Premium
$29
per month per user
GitLab Premium (self-managed)
$29
per month per user
GitLab Ultimate
Contact Sales
GitLab Ultimate (self-managed)
Contact Sales
Offerings
Pricing Offerings
Cycloid Platform EngineeringGitLab
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
YesYes
Entry-level Setup Fee$2,500 per year per installationOptional
Additional Details3 pricing models are available: - Subscription based - Cloud consumption based - Cloud reselling based (Cycloid is free of charge) Additional monthly platform fee which includes devOps support is applied based on the size and scope of the organization. Full details on Cycloid website.GitLab Credits enable flexible, consumption-based access to agentic AI capabilities in the GitLab platform, allowing you to scale AI adoption at your own pace while maintaining cost predictability. Powered by Duo Agent Platform, GitLab’s agentic AI capabilities help software teams to collaborate at AI speed, without compromising quality and enterprise security. If usage exceeds monthly allocations and overage terms are accepted, automated on-demand billing activates without service interruption, so your developers never lose access to AI capabilities they need. Real-time dashboards provide transparency into AI consumption patterns. Software teams can see usage across users, projects, and groups with granular attribution for cost allocation. Automated threshold alerts facilitate proactive planning. Advanced analytics deliver trending, forecasting, and FinOps integration.
More Pricing Information
Community Pulse
Cycloid Platform EngineeringGitLab
Best Alternatives
Cycloid Platform EngineeringGitLab
Small Businesses
GitHub
GitHub
Score 9.1 out of 10

No answers on this topic

Medium-sized Companies
GitHub
GitHub
Score 9.1 out of 10
Veracode
Veracode
Score 9.1 out of 10
Enterprises
Perforce P4
Perforce P4
Score 7.0 out of 10
Veracode
Veracode
Score 9.1 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Cycloid Platform EngineeringGitLab
Likelihood to Recommend
-
(0 ratings)
8.4
(152 ratings)
Likelihood to Renew
-
(0 ratings)
9.0
(5 ratings)
Usability
-
(0 ratings)
10.0
(6 ratings)
Performance
-
(0 ratings)
9.0
(1 ratings)
Support Rating
-
(0 ratings)
10.0
(12 ratings)
Product Scalability
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
Cycloid Platform EngineeringGitLab
Likelihood to Recommend
Cycloid
No answers on this topic
GitLab
GitLab is good if you work a lot with code and do complex repository actions. It gives you a very good overview of what were the states of your branches and the files in them at different stages in time. It's also way easier and more efficient to write pipelines for CI\CD. It's easier to read and it's easier to write them. It takes fewer clicks to achieve the same things with GitLab than it does for competitor products.
Read full review
Pros
Cycloid
No answers on this topic
GitLab
  • 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.
Read full review
Cons
Cycloid
No answers on this topic
GitLab
  • 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.
Read full review
Likelihood to Renew
Cycloid
No answers on this topic
GitLab
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
Read full review
Usability
Cycloid
No answers on this topic
GitLab
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!
Read full review
Reliability and Availability
Cycloid
No answers on this topic
GitLab
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
Read full review
Performance
Cycloid
No answers on this topic
GitLab
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
Read full review
Support Rating
Cycloid
No answers on this topic
GitLab
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
Read full review
Alternatives Considered
Cycloid
No answers on this topic
GitLab
Gitlab seems more cutting-edge than GitHub; however, its AI tools are not yet as mature as those of CoPilot. It feels like the next-generation product, so as we selected a tool for our startup, we decided to invest in the disruptor in the space. While there are fewer out-of-the-box templates for Gitlab, we have never discovered a lack of feature parity.
Read full review
Scalability
Cycloid
No answers on this topic
GitLab
I think is very well designed, and like any VCS it works as intended
Read full review
Return on Investment
Cycloid
No answers on this topic
GitLab
  • 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
Read full review
ScreenShots

Cycloid Platform Engineering Screenshots

Screenshot of Automation KPI can be tracked from the Dashboard.Screenshot of Creating or changing a service in a cloud provider in a few clicksScreenshot of Cycloid catalog of stacks ready to be used by any user. Can be used to create a custom stack in a few stepsScreenshot of Cloud infrastructure is visualized on a frequently updated graphScreenshot of Advanced knowledge of cloud computing costsScreenshot of Cloud carbon footprint is shown alongside cloud cost data

GitLab Screenshots

Screenshot of What is Intelligent Orchestration for DevSecOps?Screenshot of an overview of GitLab Duo Agent PlatformScreenshot of a new agent creation screen