Amazon Web Services (AWS) vs GitLab Comparison
Compare Amazon Web Services (AWS) vs GitLab features, pricing, and more.
Last updated: November 2026
Amazon Web Services (AWS)
7.6/10
Amazon's public cloud platform, with over 200 pay-as-you-go services for compute, storage, databases, networking and AI, used by startups through large enterprises and governments.
GitLab
6.8/10
GitLab is a DevSecOps platform that combines source code, CI/CD, security, and agile planning with issues, boards, and epics for software teams.
Feature-by-Feature Comparison
| Feature | | |
|---|---|---|
| Scores | ||
| Overall Rating | 7.6/10 | 6.8/10 |
| Integration | 10/10 | 8/10 |
| Analytics | 8/10 | 7/10 |
| Customization | 10/10 | 8/10 |
| Ease of Use | 4/10 | 5/10 |
| Support | 6/10 | 6/10 |
| Cost | 5/10 | 4/10 |
| Scalability | 10/10 | 9/10 |
| Security | 9/10 | 9/10 |
| Pricing | ||
| Free plan | Yes | Yes |
| Cheapest paid plan | Contact for pricing | $29/user/mo Premium |
| Estimated cost for 10 users | Free Free plan | Contact for pricing |
| Features | ||
| API and CLI | Not listed | |
| Managed Databases | Not listed | |
| Multiple Regions | Not listed | |
| Object Storage | Not listed | |
| Uptime SLA | Not listed | |
| Serverless Functions | Not listed | |
| Managed Kubernetes | Not listed | |
| VPS Hosting | Not listed | |
| Cloud Compute | Not listed | |
| Content Delivery Network | Not listed | |
| Docs | Not listed | |
| File sharing | Not listed | |
| App integrations | Not listed | |
| Task lists | Not listed | |
| Timeline view | Not listed | |
| Task management | Not listed | |
| Time tracking | Not listed | |
| Workflow automation | Not listed | |
| Kanban boards | Not listed | |
| Collaboration tools | Not listed | |
| Reporting | Not listed | |
| Knowledge base | Not listed | |
Amazon Web Services (AWS) vs GitLab cost by team size
Amazon Web Services (AWS) and GitLab cost the same up to 5 users.
| Team size | Amazon Web Services (AWS) | GitLab |
|---|---|---|
| 1 user | FreeFree plan | FreeFree |
| 5 users | FreeFree plan | FreeFree |
| 10 users | FreeFree plan | Contact for pricing |
| 25 users | FreeFree plan | Contact for pricing |
| 50 users | FreeFree plan | Contact for pricing |
The plan that fits each team size, billed monthly, before add-ons and usage charges. Each cost opens that tool's pricing calculator for the team size.
Which One Should You Choose?
Why choose Amazon Web Services (AWS)
- Higher Integration score (10/10 vs 8/10)
- Higher Customization score (10/10 vs 8/10)
- Better fit for government (8/10 vs 6/10)
Why choose GitLab
- Higher Ease of Use score (5/10 vs 4/10)
Pros & Cons
Amazon Web Services (AWS)
Pros
- The service catalogue is unusually broad, with over 200 services across 38 regions, so most infrastructure needs can be met on one platform.
- EC2 has a 99.99% region-level SLA with credits of up to 100%, and instances unavailable for more than six minutes in an hour are not billed for that hour.
- The free plan gives up to $200 in credits, and more than 30 always-free services let new teams experiment at low cost.
- Support scales from a $29 minimum up to dedicated Enterprise and Unified Operations tiers for mission-critical workloads.
- G2 rates it 4.4 across more than 17,000 reviews, and reviewers praise its scalability and global reach.
Cons
- Reviewers widely cite a steep learning curve across the console and services.
- Usage pricing is complex and can produce unexpected bills unless spend is monitored closely.
- Paid support is billed as a percentage of total AWS spend, so support costs rise with usage.
- A July 2025 billing console bug showed customers estimated charges in the billions, which hurt trust in its cost tooling.
GitLab
Pros
- Planning, code, CI/CD, and security live in one tool, so issues link directly to merge requests and pipelines.
- Time tracking with estimates and logged time is included on every tier, including Free.
- It can be self-managed or run as single-tenant Dedicated, which suits regulated enterprises.
- Reviewers on G2 and Capterra rate it about 4.5 out of 5 and praise its robust CI/CD and version control.
Cons
- Users who don't write code face a lot of complexity, and reviewers complain about frequent interface changes.
- Ultimate pricing isn't public, and Premium is listed only with annual billing.
- OKRs require Ultimate and are still not ready for production; the global time tracking report is also experimental.
- Users have long complained that epics exist only at the group level.
Not sold on either?
Frequently Asked Questions
Amazon Web Services (AWS) scores higher on our AI Software criteria: 7.6/10 against 6.8/10 for GitLab. The largest gap is in Customization: 10/10 for Amazon Web Services (AWS) and 8/10 for GitLab.
Yes, both Amazon Web Services (AWS) and GitLab have a free plan.
Amazon Web Services (AWS) is the better fit for government: we rate it 8/10 for them, against 6/10 for GitLab.
