Amazon Elastic Compute Cloud (EC2) vs. GitLab

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon Elastic Compute Cloud (EC2)
Score 8.8 out of 10
N/A
Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. Users can launch instances with a variety of OSs, load them with custom application environments, manage network access permissions, and run images on multiple systems.
$0.01
per IP address with a running instance per hour on a pro rata basis
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
Amazon Elastic Compute Cloud (EC2)GitLab
Editions & Modules
Data Transfer
$0.00 - $0.09
per GB
On-Demand
$0.0042 - $6.528
per Hour
EBS-Optimized Instances
$0.005
per IP address with a running instance per hour on a pro rata basis
Carrier IP Addresses
$0.005 - $0.10
T4g Instances
$0.04
per vCPU-Hour Linux, RHEL, & SLES
T2, T3 Instances
$0.05 ($0.096)
per vCPU-Hour Linux, RHEL, & SLES (Windows)
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
Amazon Elastic Compute Cloud (EC2)GitLab
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
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
Amazon Elastic Compute Cloud (EC2)GitLab
Considered Both Products
Amazon Elastic Compute Cloud (EC2)
Chose Amazon Elastic Compute Cloud (EC2)
I did not select AWS EC2 as my final choice of infrastructure. I picked Linode. Linode, Digital Ocean, AWS EC2 all provide the VPS infrastructure we need. But because I'm a small company, the cost is very important. I also didn't need the other AWS features. I also want to make …
Chose Amazon Elastic Compute Cloud (EC2)
EC2 is a much more advantageous compared with the competitors because it has a much better console, configuration, auto-scalability, uptime, and many other features that are way better than other services I have seen so far. It also provides great backup services integrated …
GitLab
Chose GitLab
We selected Gitlab due to its right away capabilities for continuous integration and continuous deployment.
I believe the decision-taker did not like Microsoft's involvement with GitHub.
Chose GitLab
GitHub wins the social coding battle by a longshot. Their community engagement is huge and the number of popular projects hosted there is higher than any other service. I've only ever heard of 1 serious project hosted on Bitbucket, but I would imagine it integrates very well …
Features
Amazon Elastic Compute Cloud (EC2)GitLab
Infrastructure-as-a-Service (IaaS)
Comparison of Infrastructure-as-a-Service (IaaS) features of Product A and Product B
Amazon Elastic Compute Cloud (EC2)
8.8
27 Ratings
7% above category average
GitLab
-
Ratings
Service-level Agreement (SLA) uptime9.525 Ratings00 Ratings
Dynamic scaling9.226 Ratings00 Ratings
Elastic load balancing9.625 Ratings00 Ratings
Pre-configured templates8.726 Ratings00 Ratings
Monitoring tools8.225 Ratings00 Ratings
Pre-defined machine images8.625 Ratings00 Ratings
Operating system support8.526 Ratings00 Ratings
Security controls8.626 Ratings00 Ratings
Automation8.216 Ratings00 Ratings
Best Alternatives
Amazon Elastic Compute Cloud (EC2)GitLab
Small Businesses
DigitalOcean Droplets
DigitalOcean Droplets
Score 9.4 out of 10
GitGuardian
GitGuardian
Score 9.0 out of 10
Medium-sized Companies
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Veracode
Veracode
Score 8.8 out of 10
Enterprises
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Veracode
Veracode
Score 8.8 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
Amazon Elastic Compute Cloud (EC2)GitLab
Likelihood to Recommend
8.9
(73 ratings)
8.3
(152 ratings)
Likelihood to Renew
-
(0 ratings)
9.0
(5 ratings)
Usability
9.2
(11 ratings)
10.0
(6 ratings)
Performance
-
(0 ratings)
9.0
(1 ratings)
Support Rating
8.5
(12 ratings)
10.0
(12 ratings)
Product Scalability
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
Amazon Elastic Compute Cloud (EC2)GitLab
Likelihood to Recommend
Amazon AWS
Suitable for companies that are looking for performance at a competitive price, flexibility to switch instance type even with RI, flexibility to add-on IOPS, option to lower running cost with the regular introduction of new instance type that comes with higher performance but at a lower cost.
Read full review
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
Amazon AWS
  • Huge Diverse range of machine shapes are available which cater to our demand.
  • Ability to combine the machines and integrate them with any other service in AWS (Ex: RDS, S3)
  • Handling performance and scalability using auto-scaling, ELB configuration and high performance machine shapes.
Read full review
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
Amazon AWS
  • The choices on AMIs, instance types and additional configuration can be overwhelming for any non-DevOps person.
  • The pricing information should be more clear (than only providing the hourly cost) when launching the instance. AWS DynamoDB gives an estimated monthly cost when creating tables, and I would love to see similar cost estimation showing on EC2 instances individually, as not all developers gets access to the actual bills.
  • The term for reserving instances are at least 12 months. With instance types changing so fast and better instances coming out every other day, it's really hard to commit to an existing instance type for 1 or more years at a time.
Read full review
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
Amazon AWS
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
Amazon AWS
You an start using EC2 instances immediately, is so easy and intuitive to start using them, EC2 has wizard to create the EC2 instances in the web browser or if you are code savvy you can create them with simple line in the CLI or using an SDK. Once you are comfortable using EC2, you can even automate the process.
Read full review
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
Amazon AWS
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
Amazon AWS
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
Amazon AWS
AWS's support is good overall. Not outstanding, but better than average. We have had very little reason to engage with AWS support but in our limited experience, the staff has been knowledgeable, timely and helpful. The only negative is actually initiating a service request can be a bit of a pain.
Read full review
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
Amazon AWS
Amazon EC2 is super flexible compared to the PaaS offerings like Heroku Platform and Google App Engine since with Amazon EC2, we have access to the terminal. In terms of pricing, it's basically just the same as Google Compute Engine. The deciding factor is Amazon EC2's native integration with other AWS services since they're all in the same cloud platform.
Read full review
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
Amazon AWS
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
Amazon AWS
  • It reduced the need for heavy on-premises instances. Also, it completely eliminates maintenance of the machine. Their SLA criteria are also matching business needs. Overall IAAS is the best option when information is not so crucial to post on the cloud.
  • It makes both horizontal and vertical scaling really easy. This keeps your infrastructure up and running even while you are increasing the capacity or facing more traffic. This leads to having better customer satisfaction.
  • If you do not choose your instance type suitable for your business, it may incur lots of extra costs.
Read full review
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

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