Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Bugzilla
Score 8.5 out of 10
N/A
N/AN/A
GitLab
Score 8.8 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
Onboardbase
Score 0.0 out of 10
N/A
N/AN/A
Pricing
BugzillaGitLabOnboardbase
Editions & Modules
No answers on this topic
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
No answers on this topic
Offerings
Pricing Offerings
BugzillaGitLabOnboardbase
Free Trial
NoYesYes
Free/Freemium Version
NoYesNo
Premium Consulting/Integration Services
NoNoNo
Entry-level Setup FeeNo setup feeOptionalNo setup fee
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
BugzillaGitLabOnboardbase
Considered Multiple Products
Bugzilla
Chose Bugzilla
Bugzilla had many of the same common features necessary for bug tracking. However, the ease of use that Jira provides while abroad is essential for many companies, and is the ultimate decision maker for those establishments. Additionally, while bugzilla includes a time setting …
Chose Bugzilla
I didn't use other product like Bugzilla. so I don't have any other feedback on other products. But I would say Bugzilla is the best software that is for our company. We are using that, and we will use that too. So all the positive feedback. Thank you so much.
Chose Bugzilla
We migrated away from the whole suite of Rational tools because of their massive complexity around administration and inflexibility regarding workflows. In addition, the suite was insanely expensive, and users hated the usability of the tools. We evaluated, and liked JIRA, but …
Chose Bugzilla

Bugzilla is very easy to use, very intuitive, and user friendly! For agile projects, the Kanban is very useful and you can drag and drop the defect to change his state. I work 10 times faster with Bugzilla.


Chose Bugzilla
Bugzilla is affordable and easier to use by newly forming team or group in our organization. As the team grows bigger we still continued to use Bugzilla as it is comfortable to use. We tried JIRA tool for bugtracking but it was expensive when compared to Bugzilla so switched …
Chose Bugzilla
JIRA from Atlassian, Quality Center from HP, TRAC were a few other tools that we had considered. The core features are present in almost all the competing tools. Bugzilla may not have a user interface as good as other tools, but serves the purpose very well as a bug tracking …
Chose Bugzilla
For most bug tracking systems, it stacks up pretty well considering the cost (it's free). But for a little investment, you can license JIRA which is far superior.
Chose Bugzilla
  1. It is open Source whereas others are not.
  2. It is much more flexible than any other product.
  3. Better and clear interface
Chose Bugzilla
I've used IBM ClearCase which kind of too complex, and maybe has more features but is too heavy and expensive.
Chose Bugzilla
This was only an alternative offered to developers. This was not a one size fits all solution.
Chose Bugzilla
Bugzilla was free, so we selected it for the price and ease of implementation. We used many open source products, and Bugzilla was a good fit for the skill levels of our developers and easy for the team to use.
Chose Bugzilla
JIRA is a strong competitor. Since our product and team was small, we went for BugZilla instead of JIRA!
GitLab
Chose GitLab
GitLab is a cost effective alternative to names like GitHub and others. It provides easy to use interface that is not dissimilar from GitHub and Atlassian Bitbucket. Where GitLab really shines is in its simplicity and ease of use. It's very intuitive and effectively allows a …
Chose GitLab
It is easy to use , devsecops/ dataops / gitops implementation is quite easy and straightforward compared to other tools which we have tested , it provides seamless integration with tools like dbt , talend , snowflake , collibra and python. Merge issues as well as pipeline …
Chose GitLab
Personally I like reviewing on GitLab better than GitHub, but it's not a huge difference.
Chose GitLab
I liked GitLab better than Beanstalk. GitLab had a free option, which Beanstalk did not at the time. From what I have used of Bitbucket, I probably like it better than GitLab, specifically I like the design better. Doing things in Bitbucket seemed a bit slower to me though. Now …
Chose GitLab
GitLab is widely used throughout the developer community and provides all the required features industry wide. Many of the paid features help the team a lot to achieve efficient source code management. Many features like vulnerability management and AI chat while code review in …
Chose GitLab
Gitlab is an industry standard tool for version controlling of the source code with multiple features used by the developers to maintain efficient development process and scalable services integration on the larger code bases. Multiple tools like AI code review helps the …
Chose GitLab
GitLab is an industry standard software and provides alot of features helpful for the developers with a suitable price point. It has most of the features that are provided and are useful. Team management and security for the source code and restrictions helps achieve all the …
Chose GitLab
Why we chose GitLab: we started long ago with free access and it was always good enough, so we never bothered to switch.
Chose GitLab
GitLab is an all-in-one Git and CI/CD platform that also offers generous credits in its free plan. It allows both private and public projects. The pipelines can be fully defined in YAML files put under version control.
Chose GitLab
GitLab is superior to beanstalk but still lacking in some areas in comparison to newer features to Github. However, it's enterprise based approach is very attractive to many of our top tier clients making it and effective solution for us within their organizations. It's well …
Chose GitLab
We have recently migrated from Bamboo to GitLab across our enterprise as part of our tech modernization roadmap. GitLab provides a all-in-one platform for integrated code management. The only advantage that Bamboo had over GitLab was the integration with JIRA. The streamlined …
Chose GitLab
In our case, we opted for an open source solution and complete control of information, meaning we kept critical information and company developments in-house.
Chose GitLab
GitLab has all the features at one place and also provides plenty of customization for runners
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
Because it has the latest features, it is perfect for collaboration, has the best integrations available, and is super secure. Basically, it covers all my needs and the companies. I love its pipelines because of its secrets and agents. I also love that you can manage the …
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
Onboardbase

No answer on this topic

Best Alternatives
BugzillaGitLabOnboardbase
Small Businesses
GitLab
GitLab
Score 8.8 out of 10
GitGuardian
GitGuardian
Score 9.0 out of 10
GitHub
GitHub
Score 9.2 out of 10
Medium-sized Companies
GitLab
GitLab
Score 8.8 out of 10
Veracode
Veracode
Score 8.7 out of 10
GitHub
GitHub
Score 9.2 out of 10
Enterprises
GitLab
GitLab
Score 8.8 out of 10
Veracode
Veracode
Score 8.7 out of 10
Perforce P4
Perforce P4
Score 7.4 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
BugzillaGitLabOnboardbase
Likelihood to Recommend
7.7
(0 ratings)
8.3
(0 ratings)
-
(0 ratings)
Likelihood to Renew
6.0
(0 ratings)
9.0
(0 ratings)
-
(0 ratings)
Usability
9.0
(0 ratings)
8.5
(0 ratings)
-
(0 ratings)
Availability
9.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Performance
8.0
(0 ratings)
9.0
(0 ratings)
-
(0 ratings)
Support Rating
5.1
(0 ratings)
10.0
(0 ratings)
-
(0 ratings)
In-Person Training
9.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Implementation Rating
8.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Configurability
9.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Ease of integration
9.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Product Scalability
9.0
(0 ratings)
10.0
(0 ratings)
-
(0 ratings)
Vendor post-sale
7.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
Vendor pre-sale
8.0
(0 ratings)
-
(0 ratings)
-
(0 ratings)
User Testimonials
BugzillaGitLabOnboardbase
Likelihood to Recommend
For any organization that follows a SDLC (Software Development Life Cycle), Bugzilla is a great tool that will facilitate documenting and tracking software issues. Email reminders notify users in the workflow process of who needs to work take action or what the status of the bug is. Task leaders/managers can keep a tab on the overall status of the software bugs. It may not have the bells and whistles of other tools, but serves the purpose as is, out of the box.
Read full review
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
No answers on this topic
Pros
  • Project synchronization. Used as the primary resource for bug tracking, bugzilla can serve as a powerful project synchronization tool. Every aspect of the tickets can be tracked; status changes, comments, added watchers, who's currently working on the issue, and if it's related to another issue.
  • Unlimited Space. I currently work with a company who services hundreds of clients - and bugzilla helped us manage each one.
  • For companies with a need to service many different projects, or iterations of the same project, bugzilla handles this task exceptionally well.
  • Workflow assignments. Workflow is customizable by the simply selection of a checkbox. If ever the workflow needs to be altered, doing so is as simple as a .2 second "click".
Read full review
  • 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
No answers on this topic
Cons
  • User interface is terrible. It was built in the 90s and still looks like it. While the back-end is robust, the front-end is antiquated. It provides too many options and is easy to break.
  • Reporting is weak. It provides some basic statistics but doesn't provide details. You can find out how many reopens there are, but you can't know how quickly things go from reopen to complete.
  • Doesn't have the best "canned" workflows. Software is done by teams. Bugzilla doesn't "out of the box" have workflows that mimic what a typical software organization does.
Read full review
  • 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
No answers on this topic
Likelihood to Renew
For future projects I will look at something that is hosted in the cloud that I don't have to manage. I would also like something that has a more modern feel to allow my customers to use it as well as my employees.
Read full review
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
This is a pretty straightforward system. You put in the bug details, a ticket is created, the team is notified. The user interface reflects this very simple and straightforward flow. It's certainly much easier than trying to track bugs with using Excel and email.
Read full review
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
No answers on this topic
Reliability and Availability
I used it.
Read full review
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
No real issues here.
Read full review
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
Since it is open source, it doesn't have customer service. However, the amount of information on forums is vast. If you can wade through it, you'll get what you need
Read full review
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
No answers on this topic
In-Person Training
I know it.
Read full review
No answers on this topic
No answers on this topic
Implementation Rating
Implementation was pretty simple. Particularly because the product cannot be customized so there is not much to do apart from getting it up and running.
Read full review
No answers on this topic
No answers on this topic
Alternatives Considered
Bugzilla is affordable and easier to use by newly forming team or group in our organization. As the team grows bigger we still continued to use Bugzilla as it is comfortable to use. We tried JIRA tool for bugtracking but it was expensive when compared to Bugzilla so switched back.
Read full review
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
No answers on this topic
Scalability
I used it
Read full review
I think is very well designed, and like any VCS it works as intended
Read full review
No answers on this topic
Return on Investment
  • Unification of toolset (one tool for managing software development defects and customer escalations)
  • User appreciation for ease of use in finding interrelated issues amongst different product areas
  • Users continue to express how ugly Bugzilla is, and while skins are readily available, none give a really polished feel to the system.
Read full review
  • 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
No answers on this topic
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