GitLab vs. Sumo Logic

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
GitLab
Score 8.7 out of 10
N/A
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
Sumo Logic
Score 9.4 out of 10
N/A
Sumo Logic is a log management offering from the San Francisco based company of the same name.
$3
Per GB Logs
Pricing
GitLabSumo Logic
Editions & Modules
GitLab Essential
$0
per month per user
GitLab Premium
$29
per month per user
GitLab Ultimate
$99
per month per user
Essentials
$3.00
Per GB Logs
Enterprise
$4.00
Per GB Logs
Enterprise Security
$4.25
Per GB Logs
Enterprise Suite
$4.75
Per GB Logs
Offerings
Pricing Offerings
GitLabSumo Logic
Free Trial
YesNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalNo setup fee
Additional Details
More Pricing Information
Community Pulse
GitLabSumo Logic
Considered Both Products
GitLab
Chose GitLab
As mentioned earlier, the features like chart visualization sets it apart from the others. Other than that, GitLab is open source while other are not and comparatively more secure that its other counterparts. Also, GitLab supports adding other types of attachments which is not …
Chose GitLab
When i was using the other platform, Some time i face down time, But GitLabs its not happening for single time. GitLab is having easy user interference as compared to other platforms. Pull Request, Code review, Issue tracking, Merging, Access control and User Roles is having a …
Chose GitLab
GitLab is miles ahead of the competition. In so many words, having a simple UI with robust security and the ability to conduct Git actions takes the cake. The competitions like to say they can do these things easily but their products are more confusing and hard to use.
Chose GitLab
GitLab allows a self-hosted version that is easy to setup and configure. It is also open-source as compared to GitHub. The integrated CI/CD tools is a plus, since we do not have to worry about those tools, unlike Github. The All-in-one solution of GitLab made sense for our …
Chose GitLab
Gitlab offers the best support for CI/CD pipelines and the highest degree of customisation for workflows, permissions, and integrations. The integration of BitBucket with JIRA is better than GitLab but CI/CD features are limited in comparison. GitLab's built-in Container …
Chose GitLab
Gitlab provides basic functionality like any other git tool. Some features of push and pull requests , clone and merge is handled equally well. It lacks in AI features which are there in GitHub and setup processes are difficult. Cost difference is the only concern while …
Chose GitLab
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" …
Chose GitLab
It's much simpler than the competitors. The one important feature Gitlab stand out is the CI/CD pipeline. GitHub required integration with external CI tools but Gitlab has this feature built-in. Compare to Jenkins and Teamcity, It's easy to use without any additional Plugins. …
Chose 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 …
Chose GitLab
I tried Github in the past, and it was really similar as GitLab. But we prefer use GitLab for the cicd part, easier to handle
Chose GitLab
i have more exoerence in GitLab rather than bitbucket . As personally , it is good for me to understand how things is going on. i have used personally and also in organisation . It is great for developer to see there 3 months ago code and also can come up with new solution to …
Chose GitLab
Because with Visual Studio code, it was very easy for us to install GitLab in it and have easy access through the terminal and due to GitLab, it was easy to implement codes regarding API and AWS services to make our software better. Gitlens and all features help to check the …
Chose GitLab
GitLab provides a far superior platform due to it's great integration and CI/CD focus. And while in the beginning the UI might look a bit overwhelming with use you will find it way more useful than it's competitors. The variables and settings also make way more sense and it's …
Chose GitLab
My feedback may not be important here because when I joined the company they already had GitLab and we still use it due to the ability to do CI/CD Integration, deployments, debugging, code owners approval, and Jira integration. So far we have not had any major blocker that has …
Chose GitLab
Github is more open-source first and enterprise-first second in their approach. The reverse is true for GitLab. Both are exceptional products and it highly depends on the specific needs of an org
Chose GitLab
Used Jenkins to connect with GitLab for building and deployment of microservices. GitLab helps in easy integration.
Chose GitLab
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 …
Chose GitLab
It was a management decision to use GitLab over other tools. It integrates well with RBAC using Terraform. Runners are easy to setup. Almost all the features the organization used before are available in GitLab.
Chose GitLab
For small projects or companies that do work on a few only code repositories selecting one of the git code hosting services like GitLab, GitHub, Bitbicket etc does not make a big difference.

But, if you are on a code development company that handles too many repositories and …
Chose GitLab
Software delivery is the key objective and GitLab made it much easier to hit the group quickly. It worked well with automation, and integrations with other SDLC tools used in the Organization and it is really easy to use. It's widely adopted and has the power to deliver what we …
Chose GitLab
1. Easier to use and setup then any other product.
2. CI/CD is also easier in GitLab
Chose GitLab
GitLab's online IDE and code modification is much better compared to Stash. While pricier than Bitbucket, Gitlab also provides CI CD configuration better than BB.
Chose GitLab
GitLab is rich in features and access control if compared with GitHub also GitHub stands no where in CI/CD if compared with GitLab.
GitLab CI/CD is mature, robust and far better than GitHub actions in all means.
If I talk about quality of support and reponse time of GitLab it is …
Sumo Logic
Chose Sumo Logic
Sumo hits the right balance between the high price of Splunk and the reduced features and usabilty of cheaper competitors like Graylog and Humio
Chose Sumo Logic
Sumo Logic works very well out of the gate. For a small business it has given us what we need. I worked at a larger company previously, and we produced so many logs we had to create a custom logging service to handle them all. Cost and availability are big issues when …
Chose Sumo Logic
It's cheaper, by an ungodly number of dollars. Splunk is insanely expensive. But Splunk is also incredibly fast and efficient. Splunk also holds information indefinitely (forever) so if I wanted to see if a specific end-user clicked a very specific button in 2012, I can search …
Chose Sumo Logic
We felt the features were comparable and Sumo Logic offered a better price. This was our first log aggregation tool so we don't have a lot of insight for competing products. I speak with many others specifically regarding splunk and it seems to be comparable in many ways except …
Chose Sumo Logic
Provides the same basic solution as Splunk as it is a central log aggregator. The main difference for us is hosted or cloud vs. on-premise. The other large difference for us was the central management of the collectors. Sumo provides a single view of all the collectors, …
Chose Sumo Logic
For use this was a better overall solution for our needs. Between reporting, access and the ability to support an external two-factor solution for controlled access.
Chose Sumo Logic
Comparing them to Logstash and other open source tools, Sumo Logic is a clean, already well built tool that is ready to ingest and analyze data instantly. Other open source tools take a lot of time to build and manage; and their graphs/dashboards are almost always lacking. Sumo …
Chose Sumo Logic
We had used Splunk previously. Sumo Logic defeats them when it comes to cost, including the costs that would normally come with supporting/managing/patching/upgrading your own infrastructure and storage. Those were wins, but especially the real-time CDN integrations due to Sumo …
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User Ratings
GitLabSumo Logic
Likelihood to Recommend
8.9
(0 ratings)
8.7
(0 ratings)
Likelihood to Renew
9.9
(0 ratings)
-
(0 ratings)
Usability
9.0
(0 ratings)
9.0
(0 ratings)
Support Rating
9.1
(0 ratings)
8.7
(0 ratings)
Implementation Rating
-
(0 ratings)
9.0
(0 ratings)
User Testimonials
GitLabSumo Logic
Likelihood to Recommend
It is well-suited for any project that needs VCS. It's an excellent choice for teams that might be remote or have to collaborate across teams. Plenty of features allow for async working. With its dashboards and reporting features, it is also suitable for nontechnical PMs or stakeholders. It allows for very bespoke customization and can most often do much more than you need it to.
Read full review
SumoLogic is a fantastic log aggregator and analysis tool, a fine alternative to Splunk. Searching is powerful and mostly intuitive and results come fast. If you have application logs in clusters or Kubernetes pods that lose their logs every time they're restarted, Sumo is the solution for you
Read full review
Pros
  • 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
  • Log Aggregation and uploading. The architecture for Sumo Logic makes a great deal of sense and works very well.
  • Automated analysis. It still impresses me how well a newly uploaded log can be broken into intelligent parts, then searched and sorted using their tools.
  • Dashboards. It might not be what YOU will need as an IT admin, but you can give access to these dashboards easily to business users who love that kind of stuff. Most other types of (monitoring / alerting) tools, for no apparent reason, lack this feature.
  • Reporting, monitoring, and graphing. Given, you need to have useful log generation for an application or service as a prerequisite for sumo logic to be able to gain use, once it has it is an amazingly powerful tool.
Read full review
Cons
  • 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
  • I like the help center, but I think if it had more GUI tools, it could help new users.
  • Pulling out data is sometimes hard to read, (Maybe if I knew how to export data better, this would not be an issue for me).
  • I would like better know-how on how to create reports that will help our business.
Read full review
Likelihood to Renew
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
No answers on this topic
Usability
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
Sumo Logic is very powerful but definitely requires some configuration work to get the most out of it. You can get a certification related to this, but it is definitely not something you can just throw together.
Read full review
Reliability and Availability
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
No answers on this topic
Performance
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
No answers on this topic
Support Rating
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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I would give this rating because I attended a free Sumo Logic training at a WeWork in Chicago. I found the training very useful, and I learned a lot of features that I was not aware of before I went to the training. I like the idea that SumoLogic provides free training seminars. I am certified in level1, and I plan on certifying to level2.
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Implementation Rating
No answers on this topic
I was satisfied with the implementation, as at the time, it was the best way to implement the product with the available feature sets in Sumo Logic. User creation and management became more of an issue during continued use, instead of it being an issue related to deploying the product in our environment.
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Alternatives Considered
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.
Read full review
We had used Splunk previously. Sumo Logic defeats them when it comes to cost, including the costs that would normally come with supporting/managing/patching/upgrading your own infrastructure and storage. Those were wins, but especially the real-time CDN integrations due to Sumo Logic's collaborations with other vendors. We had spoken to Logentries and discovered that many of the cons we found with Sumo Logic seemed to have been resolved in their product. Their pitfall was that, at the time, Logentries did not have the ability to get real-time log ingestion from our CDN. They said they had a solution, which was scripted, but we had not evaluated/tested. Logentries also did not have a User / RBAC REST API, and are nowhere near the level of compliance that Sumo Logic had (https://www.sumologic.com/press/2015-02-19/sumo-logic-successfully-completes-pci-data-security-stand...). In the end, I believe Logentries and Sumo Logic would be two good vendors to get involved in a bake-off
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Scalability
I think is very well designed, and like any VCS it works as intended
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No answers on this topic
Return on Investment
  • 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
  • Sumo Logic has allowed us to move forward quickly without having to maintain a custom log service
  • The service runs in the background without much interaction from the dev teams
  • Because logs aren't lost, we are able to support our customers quickly
Read full review
ScreenShots

GitLab Screenshots

Screenshot of GitLab, a comprehensive DevSecOps platform.Screenshot of Security DashboardScreenshot of Merge Request