Bugzilla vs. GitLab vs. Tenable Vulnerability 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
Tenable Vulnerability Management
Score 9.3 out of 10
N/A
Vulnerability management specialist Tenable offers their cloud application and container security platform Tenable Web App Scanning (formerly Tenable.io), a vulnerability management tool that emphasizes visibility of web applications, automatic scanning, and a unified view of cloud infrastructure and possible inconsistencies indicating a vulnerability.N/A
Pricing
BugzillaGitLabTenable Vulnerability 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
No answers on this topic
Offerings
Pricing Offerings
BugzillaGitLabTenable Vulnerability Management
Free Trial
NoYesNo
Free/Freemium Version
NoYesNo
Premium Consulting/Integration Services
NoYesNo
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
BugzillaGitLabTenable Vulnerability Management
Features
BugzillaGitLabTenable Vulnerability Management
Threat Intelligence
Comparison of Threat Intelligence features of Product A and Product B
Bugzilla
-
Ratings
GitLab
-
Ratings
Tenable Vulnerability Management
8.4
2 Ratings
4% above category average
Network Analytics00 Ratings00 Ratings10.02 Ratings
Threat Recognition00 Ratings00 Ratings10.02 Ratings
Vulnerability Classification00 Ratings00 Ratings10.02 Ratings
Automated Alerts and Reporting00 Ratings00 Ratings4.02 Ratings
Threat Analysis00 Ratings00 Ratings10.02 Ratings
Threat Intelligence Reporting00 Ratings00 Ratings5.02 Ratings
Automated Threat Identification00 Ratings00 Ratings10.02 Ratings
Vulnerability Management Tools
Comparison of Vulnerability Management Tools features of Product A and Product B
Bugzilla
-
Ratings
GitLab
-
Ratings
Tenable Vulnerability Management
8.8
2 Ratings
6% above category average
IT Asset Realization00 Ratings00 Ratings8.02 Ratings
Authentication00 Ratings00 Ratings10.02 Ratings
Configuration Monitoring00 Ratings00 Ratings8.02 Ratings
Web Scanning00 Ratings00 Ratings8.02 Ratings
Vulnerability Intelligence00 Ratings00 Ratings10.02 Ratings
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BugzillaGitLabTenable Vulnerability Management
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Medium-sized Companies
GitLab
GitLab
Score 8.8 out of 10
Veracode
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Score 8.8 out of 10
Action1
Action1
Score 9.5 out of 10
Enterprises
GitLab
GitLab
Score 8.8 out of 10
Veracode
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Score 8.8 out of 10
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User Ratings
BugzillaGitLabTenable Vulnerability Management
Likelihood to Recommend
7.7
(18 ratings)
8.3
(152 ratings)
10.0
(7 ratings)
Likelihood to Renew
6.0
(10 ratings)
9.0
(5 ratings)
9.0
(1 ratings)
Usability
9.0
(3 ratings)
10.0
(6 ratings)
8.0
(1 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)
8.8
(2 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
BugzillaGitLabTenable Vulnerability 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
Tenable
I've been using this product since it began as an open source product, I really like it and for the money, I think it's probably the best choice for most companies who need a product like this. Over the years I've seen the interface change quite a bit and sometimes I think it's a bit unclear how to do certain things and the different packages can be confusing, these are the only reasons I'm giving it a 9 instead of a 10.
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
Tenable
  • Setup of the internal scanner was fairly simple and straight forward.
  • An update came out for the internal scanner that allows you to add an Internal Certificate Authority for lookup.
  • Has automated reporting to keep executives and compliance departments informed.
  • Internal scanner can be configured to auto-update itself.
  • "Recast Rules" allows your organization to redefine a vulnerabilities' classification, if it is not applicable or your disagree.
  • External PCI scans allow you to remediate before submitting to Tenable.io for review.
  • Tenable.io staff was very patient and helpful. They provided some limited guidance with remediation.
  • Internal and External scans can be automated. schedule for the automated scans is very granular.
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
Tenable
  • Expensive - You do pay a slight premium for the best product in the space.
  • Asset management is difficult to work with if you have a lot of asset turnover, the license can be ''held'' for 3-6 months after the asset is gone from your environment.
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
Tenable
We like to renew tenable each year we have had it so far.
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
Tenable
Overall it is good, it took a little while to understand it and figure things out but once you have a good grasp on it then, it is very good.
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
Tenable
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
Tenable
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
Tenable
Support is usually really great at walking you through any steps you need to take when you get stuck on something. There are a few false positives and errors that have come up over the years that required their help to get through. Unfortunately, the steps required to diagnose some problems are more tedious than I think should be necessary. (IE: SQL instances can throw errors that clog up your logs because one plugin affects it in a certain way. The process to diagnose this is to watch timestamps of plugins in a log while monitoring the SQL logs at the same time and using your best guess as to what is causing it.)
Read full review
In-Person Training
Open Source
I know it.
Read full review
GitLab
No answers on this topic
Tenable
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
Tenable
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
Tenable
Tenable.io has a comparable set of features, with excellent support and a competitive price. After less than desirable experiences with another company, we moved to Tenable and haven't looked back since.
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
Tenable
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
Tenable
  • Since this is a requirement for our PCI compliance and the cost is relatively low, the ROI isn't really something we need to think too much about, Tenable's pricing is fair and affordable.
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