AWS CodeCommit is a fully-managed source control service that hosts secure Git-based repositories. It is designed to make it easy for teams to collaborate on code in a secure and highly scalable ecosystem.
$1
Per Month Per User beyond the fifth
GitLab
Score 8.9 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
AWS CodeCommit
GitLab
Editions & Modules
Subscription
$1.00
Per Month Per User beyond the fifth
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
AWS CodeCommit
GitLab
Free Trial
No
Yes
Free/Freemium Version
No
Yes
Premium Consulting/Integration Services
No
Yes
Entry-level Setup Fee
No setup fee
Optional
Additional Details
—
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.
vs. AWS CodeCommit: As an AWS-centered organization, our teams have used AWS CodeCommit, the AWS native services that competes against GitLab. GitLab stacks better than CodeCommit even for development and CI/CD in the AWS ecosystem. It is more user-friendly, better version …
GitLab has a open-source community and great documentation that provides support resources and community contributions. AWS CodeCommit is used for integration with other AWS services in the AWS ecosystem and also have a low community and support compared to GitLab hence …
Non-cloud users often complain about CodeCommit because it is so barebones, which it is. However, I believe that is by design. It is not supposed to be a full-fledged AI integrated GitLab alternative. Once users or developers get over the learning curve and required Cloud dependency, CodeCommit is a great service that offers a perfect complement / augmentation to on prem options. It is ideal for Cloud-native deployments where the code and production service are close together.
In general it's a good product with a huge number of features. It can do CI/CD checks, deployment, repo hosting, integrations etc. A lot of it can be managed from just the UI but also has an ok API. It does tend to release new features semi-often too which is nice. It can have a steep learning curve for certain features so not a starter-friendly vendor, but great for most businesses.
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
GitLab is easy to use once we familiar with it. managing branches, merge request and code review is straightforward. It keeps most of development work in one place, which is useful for our team. while working with very large projects or large merge requests, the diff can be harder to review, and some pages may take some time to load. So overall it is easy to use for our daily work.
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
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
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
CodeCommit is a cloud native solution where GitHub is typically run on prem which requires a team to manage the physical servers and the software on top of it. CodeCommit is a better choice when doing Cloud focused workloads. GitHub Copilot offers more features than the leaner CodeCommit, however does not have the same integration options
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.