Bugzilla vs. GitLab vs. Jira Service Management

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Bugzilla
Score 8.5 out of 10
N/A
N/AN/A
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
Jira Service Management
Score 7.9 out of 10
N/A
Jira Service Management (formerly Jira Service Desk, now including features from the former Mindville Insight, acquired by Atlassian in June 2020) is a service desk software that is purpose-built for IT, service, and support teams. The software provides everything IT and support teams need out-of-the-box for service request, incident, problem and change management. Jira Service Management integrates seamlessly with Jira Software so that IT and development teams can work better together. Users…
$0
per month
Pricing
BugzillaGitLabJira Service Management
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
Free
$0
per month
Standard
$20
per agent/per month
Premium
$40
per agent/per month
Enterprise
Contact sales team
Offerings
Pricing Offerings
BugzillaGitLabJira Service Management
Free Trial
NoYesYes
Free/Freemium Version
NoYesNo
Premium Consulting/Integration Services
NoYesYes
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
BugzillaGitLabJira Service Management
Considered Multiple Products
Bugzilla

No answer on this topic

GitLab
Chose GitLab
The best thing about GitLab is the pricing and the smooth and fast onboarding. The base plan itself covers most use cases in Gitlab and that too is completely free, this gives the small companies or the startups the push they require at the beginning. Other than that Gitlab has …
Chose GitLab
In terms of issue tracking and wiki documentation, Gitlab isn't as fully featured as them and has a more developer-centric workflow and GUI. This makes it more difficult for other organisation members to learn and adopt the software fully. However, Gitlab was still chosen …
Jira Service Management
Chose Jira Service Management
Jira Service Desk has similar or equivalent features to heavyweight competitors as HP Service Manager, for a better price. The highlight of Jira Service Desk, in my opinion, is that you can customize a series of visual boards that are tremendously useful for an agile and …
Chose Jira Service Management
They are all pretty similar when it comes to the ticketing aspect of things, but where JIRA Service Desk sets itself apart was the ability to create a knowledge base portal for customers and 3rd party developers. As a knowealge base AND support ticket system, the others really …
Features
BugzillaGitLabJira Service Management
Incident and problem management
Comparison of Incident and problem management features of Product A and Product B
Bugzilla
-
Ratings
GitLab
-
Ratings
Jira Service Management
8.5
85 Ratings
3% above category average
Organize and prioritize service tickets00 Ratings00 Ratings8.884 Ratings
Expert directory00 Ratings00 Ratings9.02 Ratings
Service restoration00 Ratings00 Ratings9.52 Ratings
Self-service tools00 Ratings00 Ratings8.176 Ratings
Subscription-based notifications00 Ratings00 Ratings10.01 Ratings
ITSM collaboration and documentation00 Ratings00 Ratings7.771 Ratings
ITSM reports and dashboards00 Ratings00 Ratings6.772 Ratings
ITSM asset management
Comparison of ITSM asset management features of Product A and Product B
Bugzilla
-
Ratings
GitLab
-
Ratings
Jira Service Management
10.0
1 Ratings
19% above category average
Configuration mangement00 Ratings00 Ratings10.01 Ratings
Asset management dashboard00 Ratings00 Ratings10.01 Ratings
Policy and contract enforcement00 Ratings00 Ratings10.01 Ratings
Change management
Comparison of Change management features of Product A and Product B
Bugzilla
-
Ratings
GitLab
-
Ratings
Jira Service Management
7.5
79 Ratings
14% below category average
Change requests repository00 Ratings00 Ratings8.472 Ratings
Change calendar00 Ratings00 Ratings6.52 Ratings
Service-level management00 Ratings00 Ratings7.777 Ratings
Best Alternatives
BugzillaGitLabJira Service Management
Small Businesses
GitLab
GitLab
Score 8.7 out of 10
GitGuardian
GitGuardian
Score 9.0 out of 10
Agiloft Service Desk (discontinued)
Agiloft Service Desk (discontinued)
Score 9.0 out of 10
Medium-sized Companies
GitLab
GitLab
Score 8.7 out of 10
Veracode
Veracode
Score 8.8 out of 10
Agiloft Service Desk (discontinued)
Agiloft Service Desk (discontinued)
Score 9.0 out of 10
Enterprises
GitLab
GitLab
Score 8.7 out of 10
Veracode
Veracode
Score 8.8 out of 10
ManageEngine ServiceDesk Plus
ManageEngine ServiceDesk Plus
Score 9.3 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
BugzillaGitLabJira Service Management
Likelihood to Recommend
7.7
(18 ratings)
8.3
(152 ratings)
7.9
(85 ratings)
Likelihood to Renew
6.0
(10 ratings)
9.0
(5 ratings)
10.0
(1 ratings)
Usability
9.0
(3 ratings)
10.0
(6 ratings)
8.3
(10 ratings)
Availability
9.0
(3 ratings)
-
(0 ratings)
-
(0 ratings)
Performance
8.0
(2 ratings)
9.0
(1 ratings)
-
(0 ratings)
Support Rating
5.1
(3 ratings)
10.0
(12 ratings)
9.1
(25 ratings)
In-Person Training
9.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Implementation Rating
8.0
(2 ratings)
-
(0 ratings)
-
(0 ratings)
Configurability
9.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Ease of integration
9.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Product Scalability
9.0
(1 ratings)
10.0
(1 ratings)
-
(0 ratings)
Vendor post-sale
7.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Vendor pre-sale
8.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
User Testimonials
BugzillaGitLabJira Service Management
Likelihood to Recommend
Open Source
Buzilla is easy to use and provides basic functionality to use as a bug tracking tool. If big size attachments are allowed it would have been great. Also with Bugzilla home->Test management area is improved by allowing multiple sections it would be awesome!
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
Atlassian
I think using a ticketing system is very easy to use and allows multiple teams to create help desks in the same portal. In terms of internal usage, I think this is a great option. However, suppose you're trying to keep internal items and external helpdesks in the same instance. In that case, this is not ideal, as there is no effective way to separate the two instances to protect internal data better.
Read full review
Pros
Open Source
  • Open source! No license fee involved, no limit to the number of licenses.
  • Easy to install and maintain. Installation is very easy and hardly needs any maintenance efforts, except when migrating from one version to other. Each project can have its own group of users.
  • Includes all the core features/fields that are needed to log a software bug/issue.
  • Multiple attachments are possible, supports various formats.
  • Good for reporting. Filtering mechanism lets you query bugs by various parameters.
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
Atlassian
  • Integration with many of the most common tools companies are using (Slack, MS Teams, Salesforce, ... etc)
  • Natural workflow with Jira (as product development / project management tool) which makes the full fix and follow up of the tickets / issues very easy to follow
  • Allow multiple different entry points and work flows for as many different needs your teams / company have
Read full review
Cons
Open Source
  • Cloud Based. I'd like to see bugzilla be cloud based. The company I currently work with made a final decision to change db's for this specific reason. Due to the frequency of travel in this company, they need access to bugzilla from differing national / international locations.
  • Larger File Attachments. I believe the limit of a bugzilla content upload is 4 megabytes. For many of our video'd issues, this file size is simply impractical without the additional effort exertion on video compressor applications.
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
Atlassian
  • Navigating through issues outside of a kan ban board can be confusing and task heavy.
  • It's easy to clutter up the tool. It could use some easy clean up capabilities.
  • User interface is decent, but could use work to make it more intuitive.
Read full review
Likelihood to Renew
Open Source
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
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
Atlassian
In the current contect the requirments is around having a tool that is focused and can handle large ticket volumes and tracking incident, problem and user requests concerning end users. Jira has built in functionality to address the above practice needs faily easily and has a substantial amount of customizable reports for generating the relevant intelligence.
Read full review
Usability
Open Source
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
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
Atlassian
If you're used to other tools in the Atlassian ecosystem, you'll feel right at home with JSM. It's also a platform that technical folk can easily pick up. However, I wouldn't recommend using JSM as a company's first jumping off point into Atlassian. There are a lot of other 'newer' tools that provide sleeker ITSM systems at a similar cost.
Read full review
Reliability and Availability
Open Source
I used it.
Read full review
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
Atlassian
No answers on this topic
Performance
Open Source
I like this rating.
Read full review
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
Atlassian
No answers on this topic
Support Rating
Open Source
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
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
Atlassian
I gave JIRA a 9 rating since for me JIRA works according to its purpose. Since there is a customer portal, our clients can leave a comment or communicate with us using the PR ticket that way it is easier for us to also request any additional information we need for our investigation.
Read full review
In-Person Training
Open Source
I know it.
Read full review
GitLab
No answers on this topic
Atlassian
No answers on this topic
Implementation Rating
Open Source
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
GitLab
No answers on this topic
Atlassian
No answers on this topic
Alternatives Considered
Open Source
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 because the organization was looking for cost savings, we ended up going with Bugzilla and it's FOSS model so as to avoid ongoing costs.
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
Atlassian
Zendesk is a similar ticketing system that our organization used before JIRA Service Desk. The main drawback of Zendesk was that it can only be used as a cloud service. This means that our company data would be living on the internet at the hands of their security team. Another drawback of this is the price is significantly more expensive rather than hosting it yourself. Zendesk does have some additional features such as commenting on multiple tickets at once that JSD does lack. However, switching to JSD was significantly more cost effective because we have the ability and the infrastructure to host our own ticketing system, something that Zendesk could not provide. Ultimatley switching to JSD saved us money and allows the ability for integration with all of the other Atlassian Suite products that we use on a day to day basis.
Read full review
Scalability
Open Source
I used it
Read full review
GitLab
I think is very well designed, and like any VCS it works as intended
Read full review
Atlassian
No answers on this topic
Return on Investment
Open Source
  • It has made the SDLC process more efficient. Bugs were logged and tracked in emails or in Excel sheets leading to slow communication and at time version issues with multiple files. Being an online tool, Bugzilla solved those issues, improved communication, instant status updates and improved efficiency.
  • We have used Bugzilla with a lot of federal goverment agencies (DHS, CMS, SAMHSA, CDC, HHS etc). Project Directors adn Principle Investigators were at times given access to Bugzilla which provided a snapshot of open vs closed issues.
  • Some groups would resist using Bugzilla with the email reminders being the main reason. Turning off or reminding them of features where we can 'control' email notification helped a lot.
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
Atlassian
  • It is definitely cheaper than Salesforce
  • It allows the IT service desk to be more organized and respond more quickly to tickets, which can save time for both agent and requester.
  • Some things are "not quite there" developmentally, so this means that internal IT will need to spend more time developing and testing the product.
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

Jira Service Management Screenshots

Screenshot of Drive IT best practices with ITIL-ready templates. Get everything your IT teams need out of the box for service request, incident, problem, and change management.Screenshot of Get an ITIL certified service desk. Everything your IT teams need out-of-the-box for service request, incident, problem, and change management. Jira Service Desk is PinkVERIFY™ certified.Screenshot of Deliver a better service experience. Customers or employees can submit requests with an easy-to-use help center and add Confluence to Jira Service Desk to get an integrated knowledge base. Machine learning intelligently recommends the right service and learns from every interaction, so answers are easy to find.Screenshot of Stay in the loop with developers. y linking Jira Service Desk with Jira Software, IT and developer teams can collaborate on one platform to fix incidents faster and push changes with confidence.Screenshot of Deliver on SLA's. Nail your Service Level Agreements, every time. Your agents get a simple queue so they get the important things done first. Configure and get going in minutes.Screenshot of Automate those repetitive tasks. Is your team stuck in gear with repetitive tasks or missing priority requests? Setup automations so your agents can focus on solving the important stuff and help lighten the workload.