GitLab DevSecOps platform enables software innovation by aiming to empower development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. Differentiators, as described by Gitlab:
Simplicity: With GitLab, DevSecOps can…
$0
per month per user
Windsurf
Score 8.6 out of 10
N/A
Windsurf (formerly Codeium) is an AI dev tool that is self-hosted for security, with features including rapid code autocomplete, in-editor AI chat assistant, repo natural language search, end-to-end data encryption.
$15
per month for 500 prompt credits/month Equivalent to 2,000 GPT-4.1 prompts (4 prompts per credit)
Pricing
GitLab
Windsurf
Editions & Modules
GitLab Essential
$0
per month per user
GitLab Premium
$29
per month per user
GitLab Ultimate
$99
per month per user
Pro
$15
per month 500 credits/mo
Team
$30
per month per user (500 credits/user/mo)
Enterprise
$60
per month per user (up to 200 users & 1,000 credits/user/mo)
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.
If you already have technical knowledge and understanding of coding, Windsurf could be a valuable platform to debug and rewrite code. It was helpful to me to expand coding, since I am not a traditionally programmer. I was able to enhance my base code and functionality much quicker than manually trying.
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
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!
Windsurf is a good tool for developers with more than basic coding skills. I would recommend it as a tool to quickly mitigate coding errors and issues. I did not take a deeper dive into the integrated extensions, but the library of extensions appear to be solid. An experience developer could quickly launch this platform, scan and test coding, and resolve issues quickly. I did not test this for larger code sets.
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
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.
Windsurf would be more comparable to GitHub Copilot or Perplexity to me. I think it's more of a pure code debugging line by line than some of the other tools listed above, however, they all have some capabilities to rewrite and test new coding. It boils down to what toolset you are most comfortable with. I typically will work with two platforms with the same issue to see how it is approached and the differences.