GitLab vs. IBM Cloud Managed Istio

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
GitLab
Score 8.8 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
IBM Cloud Managed Istio
Score 8.7 out of 10
N/A
The IBM Cloud Kubernetes Service provides the Managed Istio installation add on, designed to provide additonal control over clusters and the microservices they comprise via automatic updates and lifecycle management of control plane components, and integration with platform logging and monitoring tools.N/A
Pricing
GitLabIBM Cloud Managed Istio
Editions & Modules
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
No answers on this topic
Offerings
Pricing Offerings
GitLabIBM Cloud Managed Istio
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
YesNo
Entry-level Setup FeeOptionalNo setup fee
Additional DetailsGitLab 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
GitLabIBM Cloud Managed Istio
Features
GitLabIBM Cloud Managed Istio
Platform-as-a-Service
Comparison of Platform-as-a-Service features of Product A and Product B
GitLab
-
Ratings
IBM Cloud Managed Istio
8.0
5 Ratings
3% above category average
Ease of building user interfaces00 Ratings6.95 Ratings
Scalability00 Ratings7.95 Ratings
Platform management overhead00 Ratings7.85 Ratings
Workflow engine capability00 Ratings8.05 Ratings
Platform access control00 Ratings8.75 Ratings
Services-enabled integration00 Ratings8.65 Ratings
Development environment creation00 Ratings8.05 Ratings
Development environment replication00 Ratings8.05 Ratings
Issue monitoring and notification00 Ratings8.05 Ratings
Issue recovery00 Ratings8.95 Ratings
Upgrades and platform fixes00 Ratings7.25 Ratings
Best Alternatives
GitLabIBM Cloud Managed Istio
Small Businesses
GitGuardian
GitGuardian
Score 9.0 out of 10
AWS Lambda
AWS Lambda
Score 8.3 out of 10
Medium-sized Companies
Veracode
Veracode
Score 8.8 out of 10
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
Enterprises
Veracode
Veracode
Score 8.8 out of 10
Red Hat OpenShift
Red Hat OpenShift
Score 9.2 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
GitLabIBM Cloud Managed Istio
Likelihood to Recommend
8.3
(152 ratings)
8.7
(5 ratings)
Likelihood to Renew
9.0
(5 ratings)
-
(0 ratings)
Usability
10.0
(6 ratings)
-
(0 ratings)
Performance
9.0
(1 ratings)
-
(0 ratings)
Support Rating
10.0
(12 ratings)
6.4
(1 ratings)
Product Scalability
10.0
(1 ratings)
-
(0 ratings)
User Testimonials
GitLabIBM Cloud Managed Istio
Likelihood to Recommend
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.
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IBM
Clearly, the [IBM Cloud Managed Istio] tool is very useful when you have multiple services and each service is connecting with other services through APIs in different networks. To manage this type of complex network, [IBM Cloud Managed Istio] is very useful. It comes with a license that can increase the billing of your project so make sure if your application network mesh, monitoring cannot be managed on your own then you can use it. If your application is not very complex then you have many tools available like Grafana, Prometheus, Sumo Logic, which you can integrate individually with your cluster and implement. In this type of scenario, it is better to not use [IBM Cloud Managed Istio] and it will serve your purpose as well.
Read full review
Pros
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.
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IBM
  • Layers transparently onto existing applications
  • Allows control of access and rules to be developed
  • Creates metrics for usage
Read full review
Cons
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.
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IBM
  • Some more functionalities added could improve it better.
  • Better technical user guidance.
Read full review
Likelihood to Renew
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
IBM
No answers on this topic
Usability
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!
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IBM
No answers on this topic
Reliability and Availability
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
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IBM
No answers on this topic
Performance
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
IBM
No answers on this topic
Support Rating
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
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IBM
Training and usage support available
Read full review
Alternatives Considered
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
IBM
Read full review
Scalability
GitLab
I think is very well designed, and like any VCS it works as intended
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IBM
No answers on this topic
Return on Investment
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
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IBM
  • It reduced the complexity of network mesh (ingress/egress services).
  • One tool with many solutions. No need to integrate monitoring tools or notification tools.
  • It reduced the number of lines of YAML code.
  • It reduced the number of labor hours.
Read full review
ScreenShots

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