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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

    Invicti

    Score9 out of 10
    N/AInvicti enables organizations in every industry to continuously scan and secure all of their web applications and APIs. Invicti provides a comprehensive view of an organization’s entire web application portfolio, and automation and integrations enable customers to achieve broad coverage of thousands of applications. Invicti is headquartered in Austin, Texas, and serves more than 3,500 organizations of all sizes all over the world.N/A
    Pricing
    BugzillaGitLabInvicti
    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
    BugzillaGitLabInvicti
    Free Trial
    NoYesNo
    Free/Freemium Version
    NoYesNo
    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
    BugzillaGitLabInvicti
    Considered Multiple Products
    Open Source
    No answer on this topic
    GitLab
    Chose GitLab
    We selected Gitlab for something I mentioned in the review: There is a huge community and support structure for Gitlab. It allowed us to learn the software a little easier, knowing that what we perceived as hurdles were being experience with others as well, but they worked to a …
    Incentivized
    Invicti Security
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    97%
    Would buy again
    150 Answers
    No answers on this topic
    Delivers good value for the price
    No answers on this topic
    99%
    Delivers good value for the price
    135 Answers
    No answers on this topic
    Happy with the feature set
    No answers on this topic
    99%
    Happy with the feature set
    152 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    No answers on this topic
    100%
    Lived up to sales and marketing promises
    92 Answers
    No answers on this topic
    Implementation went as expected
    No answers on this topic
    97%
    Implementation went as expected
    120 Answers
    No answers on this topic
    Best Alternatives
    BugzillaGitLabInvicti
    Small Businesses
    Sentry
    Score8.8 out of 10
    GitGuardian
    Score9 out of 10
    Rencore Code (SPCAF)
    Score8.8 out of 10
    Medium-sized Companies
    Sentry
    Score8.8 out of 10
    No answers on this topic
    Trend Vision One Email and Collaboration Security
    Score9.9 out of 10
    Enterprises
    No answers on this topic
    No answers on this topic
    Checkmarx
    Score7.5 out of 10
    All AlternativesView all alternativesView all alternativesView all alternatives
    User Ratings
    BugzillaGitLabInvicti
    Likelihood to Recommend
    7.7
    (18 ratings)
    8.6
    (168 ratings)
    8.0
    (2 ratings)
    Likelihood to Renew
    6.0
    (10 ratings)
    9.0
    (6 ratings)
    -
    (0 ratings)
    Usability
    9.0
    (3 ratings)
    8.8
    (20 ratings)
    -
    (0 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)
    10.0
    (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
    BugzillaGitLabInvicti
    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
    Invicti Security
    Netsparker is very thorough but can take a very long time to scan a web application. It can also take a long time to learn and configure. Its thoroughness is a very good part of the product but if the application does [not] need this thoroughness it is probably a waste of time to run Netsparker on the website.
    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
    Invicti Security
    • NetSparker has excellent customer service. When our team had to learn to use it for the first time, we had to communicate directly with NetSparker consultants.
    • NetSparker is very user-friendly. It's UI is organized and keeps all the different scans we have set-up in a very clean visual.
    • Netsparker has a selection of workflows and integration tools that make it useful for keeping all of my teammates on the same page.
    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
    Invicti Security
    • Netsparker Cloud is expensive and restricts the number of website URLs that you are allowed to scan. This restricts us from scanning all of the websites that we create and only allows us to scan a small subset of number of the website we produce.
    • Netsparker is difficult to configure and I often need to open a ticket with support to figure out how to use the product. I have been vulnerability testing websites for over 10 years and I still don't think I really know how to use Netsparker.
    • Netsparker can take a very long time to complete a scan due to the number of items it can scan for. Be certain to reduce the technologies that your scan will be looking at. Also, expect a large website to possibly take over two days to complete. Not something you really want to have happen on a developer checking on some source code.
    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
    Invicti Security
    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
    Invicti Security
    No answers on this topic
    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
    Invicti Security
    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
    Invicti Security
    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
    Invicti Security
    NetSparker support is amazing. When first introducing this software to the team, there was a lot of communication going on between Netsparker consultants and our team. They have answered our questions very efficiently and have had consultants come to our department for training. They are open to suggestions for improvements and enhancements as well.
    Incentivized
    Read full review
    In-Person Training
    Open Source
    I know it.
    Incentivized
    Read full review
    GitLab
    No answers on this topic
    Invicti Security
    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
    Invicti Security
    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
    Invicti Security
    I currently use OWASP ZAP, Burp Suite Professional and Veracode Dynamic Scan. ZAP is very easy to use and the web developers use it regularly. Burp Suite is very customizable as is Netsparker but usually take much less time to scan a website. Both of these tools are programmable and allow me to add special items to a scan when I need it. They are also much better documented. Veracode also has a static code analysis tool that we use much more often then the dynamic analysis tool but we do use both parts of Veracode.
    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
    Invicti Security
    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
    Invicti Security
    • NetSparker has saved the team a lot of time since the scans quicker than our older software.
    • NetSparker has been costing the company a lot compared to previous security software.
    • Netsparker has helped improved our overall business objectives by finding an efficient and collaborative way to run scans on our systems.
    Incentivized
    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

    Invicti Screenshots

    Screenshot of Vulnerability detectionScreenshot of Netsparker dashboardScreenshot of Integrations/automationScreenshot of Scan and protect your entire asset library in one place