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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Bugzilla

    Score8.5 out of 10
    N/AN/AN/A

    GitLab

    Score8.9 out of 10
    N/AGitLab 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

    SonarQube

    Score8.7 out of 10
    N/ASonarQube is an automated code review solution, serving as the verification layer for code quality and SDLC security. SonarQube is used to ensure that code is secure, reliable, and maintainable. It is available through SaaS or self-managed deployment.

    $34

    per month Recommended for teams <50 developers

    Pricing
    BugzillaGitLabSonarQube
    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
    SonarQube Community Build
    $0
    (open source)
    Self-managed: Developer
    Starting at $720 annually
    per year per installation
    Self-managed: Enterprise
    Contact sales for pricing
    per year per installation
    Cloud-based: Enterprise
    Contact sales for pricing
    per year per installation
    Cloud-based: Teams
    Starting at $34 per month
    per month per installation
    Self-managed: Data Center
    Contact sales for pricing
    per year per installation
    Offerings
    Pricing Offerings
    BugzillaGitLabSonarQube
    Free Trial
    NoYesYes
    Free/Freemium Version
    NoYesYes
    Premium Consulting/Integration Services
    NoYesNo
    Entry-level Setup FeeNo setup feeOptionalNo setup fee
    Additional Details—GitLab 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
    BugzillaGitLabSonarQube
    Considered Multiple Products
    Open Source
    No answer on this topic
    GitLab
    No answer on this topic
    SonarSource Sarl
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    97%
    Would buy again
    150 Answers
    100%
    Would buy again
    32 Answers
    Delivers good value for the price
    No answers on this topic
    99%
    Delivers good value for the price
    135 Answers
    100%
    Delivers good value for the price
    29 Answers
    Happy with the feature set
    No answers on this topic
    99%
    Happy with the feature set
    152 Answers
    100%
    Happy with the feature set
    32 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    92 Answers
    95%
    Lived up to sales and marketing promises
    18 Answers
    Implementation went as expected
    No answers on this topic
    97%
    Implementation went as expected
    120 Answers
    100%
    Implementation went as expected
    27 Answers
    Best Alternatives
    BugzillaGitLabSonarQube
    Small Businesses
    Sentry
    Score8.8 out of 10
    GitGuardian
    Score9 out of 10
    No answers on this topic
    Medium-sized Companies
    Sentry
    Score8.8 out of 10
    No answers on this topic
    No answers on this topic
    Enterprises
    No answers on this topic
    No answers on this topic
    No answers on this topic
    All AlternativesView all alternativesView all alternativesView all alternatives
    User Ratings
    BugzillaGitLabSonarQube
    Likelihood to Recommend
    7.7
    (18 ratings)
    8.6
    (168 ratings)
    8.9
    (35 ratings)
    Likelihood to Renew
    6.0
    (10 ratings)
    9.0
    (6 ratings)
    -
    (0 ratings)
    Usability
    9.0
    (3 ratings)
    8.8
    (20 ratings)
    9.1
    (2 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)
    9.0
    (1 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
    BugzillaGitLabSonarQube
    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!
    Incentivized
    Read full review
    GitLab
    In general it's a good product with a huge number of features. It can do CI/CD checks, deployment, repo hosting, integrations etc. A lot of it can be managed from just the UI but also has an ok API. It does tend to release new features semi-often too which is nice. It can have a steep learning curve for certain features so not a starter-friendly vendor, but great for most businesses.
    Incentivized
    Read full review
    SonarSource Sarl
    SonarQube is excellent if you start using it at the beginning when developing a new system, in this situation you will be able to fix things before they become spread and expensive to correct. It’s a bit less suitable to use on existing code with bad design as it’s usually too expensive to fix everything and only allows you to ensure the situation doesn’t get worse.
    Incentivized
    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.
    Incentivized
    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.
    Incentivized
    Read full review
    SonarSource Sarl
    • Detecting bugs and vulnerabilities: SonarQube can identify a wide range of bugs and vulnerabilities in code, such as null pointer exceptions, SQL injection, and cross-site scripting (XSS) attacks. It uses static analysis to analyze the code and identify potential issues, and it can also integrate with dynamic analysis tools to provide even more detailed analysis.
    • Measuring code quality: SonarQube can measure a wide range of code quality metrics, such as cyclomatic complexity, duplicated code, and code coverage. This can help teams understand the quality of their code and identify areas that need improvement.
    • Providing actionable insights: SonarQube provides detailed information about issues in the code, including the file and line number where the issue occurs and the severity of the issue. This makes it easy for developers to understand and address issues in the code.
    • Integrating with other tools: SonarQube can be integrated with a wide range of development tools and programming languages, such as Git, Maven, and Java. This allows teams to use SonarQube in their existing development workflow and take advantage of its powerful code analysis capabilities.
    • Managing technical debt: SonarQube provides metrics and insights on the technical debt on the codebase, enabling teams to better prioritize issues to improve the quality of the code.
    • Compliance with coding standards: SonarQube can check the code against industry standards like OWASP, CWE and more, making sure the code is compliant with security and coding standards.
    Incentivized
    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.
    Incentivized
    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.
    Incentivized
    Read full review
    SonarSource Sarl
    • Importing a new custom quality profile on SonarQube is a bit tricky, it can be made easier
    • Every second time when we want to rerun the server, we have to restart the whole system, otherwise, the server stops and closes automatically
    • When we generate a new report a second time and try to access the report, it shows details of the old report only and takes a lot of time to get updated with the details of the new and fresh report generated
    Incentivized
    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.
    Incentivized
    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
    Incentivized
    Read full review
    SonarSource Sarl
    No answers on this topic
    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
    - As a combination of features and products, GitLab is a really great tool for developers. - Also, it comes with both light and quick changes in a web browser version, as well as pro work in VS Code mode. However, in certain areas, such as large-scale issues/incidents, management can be improved.
    Incentivized
    Read full review
    SonarSource Sarl
    It can improve in some user experience and usability parts, like the code view and the way we assign issues it's a bit hidden and not highlighted
    Incentivized
    Read full review
    Reliability and Availability
    Open Source
    I used it.
    Incentivized
    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
    Incentivized
    Read full review
    SonarSource Sarl
    No answers on this topic
    Performance
    Open Source
    I like this rating.
    Incentivized
    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
    Incentivized
    Read full review
    SonarSource Sarl
    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
    Incentivized
    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
    Incentivized
    Read full review
    SonarSource Sarl
    We we easily able to integrate the SonarQube steps into our TFS process via the Microsoft Marektplace, we didn't have the need to call SonarQube support. We've used their online documentation and community forum if we ran into any issues.
    Incentivized
    Read full review
    In-Person Training
    Open Source
    I know it.
    Incentivized
    Read full review
    GitLab
    No answers on this topic
    SonarSource Sarl
    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
    SonarSource Sarl
    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.
    Incentivized
    Read full review
    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" 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.
    Incentivized
    Read full review
    SonarSource Sarl
    SonarQube is an open-source. It's a scalable product. The costs for this application, for the kind of job it does, are pretty descent. Pipeline scan is more secured in SonarQube. Its a very good tool and its support multiple languages. Its main core competency is of static code analysis and that is why SonarQube exists and it does it exceedingly well. The quality of scan on code convention, best practices, coding standards, unit test coverage etc makes them one of the best competent tool in the market
    Incentivized
    Read full review
    Scalability
    Open Source
    I used it
    Incentivized
    Read full review
    GitLab
    I think is very well designed, and like any VCS it works as intended
    Incentivized
    Read full review
    SonarSource Sarl
    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.
    Incentivized
    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
    Incentivized
    Read full review
    SonarSource Sarl
    • Positive ROI from the standpoint of flagging several issues that would have otherwise likely been unaddressed and caused more time to be spent closer to launch
    • Slightly positive ROI from time-saving perspective (it's an automated check which is nice, but depending on the issues it finds, can take developers time to investigate and resolve)
    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

    SonarQube Screenshots

    Screenshot of Projects.Screenshot of Static Application Security Testing.Screenshot of Software Composition Analysis.