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
per month per user
Octopus Deploy
Score 9.1 out of 10
Mid-Size Companies (51-1,000 employees)
Australian company Octopus Deploy offers their eponymous automated deployment and release management software that integrates with the user's preferred CI server and adds deployment & ops automation capabilities. Octopus Deploy enables developers, release managers, and operations folks to bring all automation into a single place. The vendor states that by reusing configuration variables, environment definition, API keys, connection strings, permissions, service principals, and automation logic,…
$0
per month
Pricing
BugzillaGitLabOctopus Deploy
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
Octopus Server - Professional
$1920
per year starting with 20 projects
Octopus Cloud - Professional
$4170
per year starting with 20 projects
Octopus Server - Enterprise
$14400
per year starting with 100 projects
Octopus Cloud - Enterprise
$23400
per year starting with 100 projects
Cloud
Free
10 users/10 projects/10 tenants/10 machines
Server
Free
10 users/10 projects/10 tenants/10 machines
Offerings
Pricing Offerings
BugzillaGitLabOctopus Deploy
Free Trial
NoYesYes
Free/Freemium Version
NoYesYes
Premium Consulting/Integration Services
NoYesYes
Entry-level Setup FeeNo setup feeOptionalOptional
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.Octopus Deploy offers a Free tier (Cloud and Server) and a 30-day free trial of the Enterprise tier. No credit card needed. Octopus also offers a Professional tier with 8/5 support (9 am–5 pm on weekdays). The Enterprise tier provides advanced features for teams to scale, including high availability, DevOps Insights, ServiceNow & Jira Service Management integration, unlimited instances, 24/7 support & service credits, and a dedicated Customer Success Manager.
More Pricing Information
Community Pulse
BugzillaGitLabOctopus Deploy
Considered Multiple Products
Bugzilla

No answer on this topic

GitLab
Chose GitLab
Although GitLab lacks some indexing service but it is well suited for big enterprises users for version control and ci/ cd pipeline. The user interface of GitHub is much better than GitLab. The search functionality of GitLab is far better than GitHub along multiple projects. …
Octopus Deploy
Chose Octopus Deploy
Octopus showed better cost numbers than Azure DevOps and more flexibility against GitLab CI/CD. Octopus customization in step templates that can be reused and easily created gives big advantages against many of its competitors. Octopus was selected for these features and …
Best Alternatives
BugzillaGitLabOctopus Deploy
Small Businesses
GitLab
GitLab
Score 8.8 out of 10
GitGuardian
GitGuardian
Score 9.0 out of 10
GitLab
GitLab
Score 8.8 out of 10
Medium-sized Companies
GitLab
GitLab
Score 8.8 out of 10
Veracode
Veracode
Score 8.8 out of 10
GitLab
GitLab
Score 8.8 out of 10
Enterprises
GitLab
GitLab
Score 8.8 out of 10
Veracode
Veracode
Score 8.8 out of 10
GitLab
GitLab
Score 8.8 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
BugzillaGitLabOctopus Deploy
Likelihood to Recommend
7.7
(18 ratings)
8.3
(152 ratings)
8.6
(24 ratings)
Likelihood to Renew
6.0
(10 ratings)
9.0
(5 ratings)
8.0
(1 ratings)
Usability
9.0
(3 ratings)
10.0
(6 ratings)
8.4
(10 ratings)
Availability
9.0
(3 ratings)
-
(0 ratings)
-
(0 ratings)
Performance
8.0
(2 ratings)
9.0
(1 ratings)
8.5
(4 ratings)
Support Rating
5.1
(3 ratings)
10.0
(12 ratings)
8.2
(9 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)
Contract Terms and Pricing Model
-
(0 ratings)
-
(0 ratings)
8.5
(3 ratings)
Ease of integration
9.0
(1 ratings)
-
(0 ratings)
8.5
(4 ratings)
Product Scalability
9.0
(1 ratings)
10.0
(1 ratings)
-
(0 ratings)
Professional Services
-
(0 ratings)
-
(0 ratings)
9.1
(1 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
BugzillaGitLabOctopus Deploy
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
Octopus Deploy
Octopus Deploy is well suited for our requirements of deploying across multiple environments with one consistent release. We are saving a lot of time by not having to package and move release files around. Our release process is more efficient and consistent with automation. There are some parts that we could probably perform with existing tools such as DevOps and there are one or two features we have to workaround to fit for our setup such as the step templates to install websites. These are minor in our opinion.
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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
Octopus Deploy
  • Octopus integrates nicely with TeamCity, our build server.
  • Octopus uses the same deployment packages across environments and makes it easy to track their progress across those environments.
  • Octopus makes it easy to handle configuration across environments which is usually a particularly difficult task.
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.
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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
Octopus Deploy
  • In the past has been somewhat .net focused but that has been changing in recent times
  • Would be great if community licenses for NFP organizations were perpetual - but in saying that I appreciate that Octopus does provide my organization with a community [license]. Not all organisations do
  • I can’t think of any other
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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
Octopus Deploy
Would be a 10 except for the retirement of the free Community Edition.
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.
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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
Octopus Deploy
Octopus Deploy has greatly helped us to improve our reliability and frequency of our deployments and given us the confidence to deploy much more often, with a direct benefit to customers. Cross-platform support and release to Cloud require more focus on the product side.
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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
Octopus Deploy
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
Octopus Deploy
Octopus Deploy is a software that runs very effectively, is easy to use, does not require such a high learning curve, provides the necessary tools to carry out the functions it offers, making it a very flexible software, it also allows that can be configured according to the needs of the user and provides integrations with other very advantageous tools since they are carried out in a very favorable way.
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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
Octopus Deploy
Octopus Deploy support has always been there for us, even when using the free tier, we get responsive hands-on help. We haven't needed to use that level of support since the documentation is clearly written, and help is readily available within the interface itself. Using Octopus Deploy is a truly joyful experience.
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In-Person Training
Open Source
I know it.
Read full review
GitLab
No answers on this topic
Octopus Deploy
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
Octopus Deploy
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
Octopus Deploy
There aren't really any competitors in the land of ASP.NET. Deployment is too ad-hoc. Other tools exist that have massive downsides, like Web Deploy. Most aren't even supported anymore. You could argue that containers (Docker) are a competitor, but containers cannot be used for everything and solve a somewhat different problem. Octopus Deploy is even able to help with containers. To us, Octopus Deploy was really the only really polished solution.
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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
Octopus Deploy
No answers on this topic
Professional Services
Open Source
No answers on this topic
GitLab
No answers on this topic
Octopus Deploy
Great support from professional services.
Read full review
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
Octopus Deploy
  • Allows us to deploy to our fleet quickly and without interruption to service
  • Can roll back to previous releases quickly, allowing us to back out of breaking changes in the worst-case scenarios.
  • Integration with several targets has allowed us to explore new platforms for our products, such as Docker in AWS ECS.
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

Octopus Deploy Screenshots

Screenshot of where Octopus provides real-time visibility into which application versions are deployed across all environmentsScreenshot of some of the 500+ pre-built step templates for Kubernetes, AWS, Azure, Terraform, and Docker, to define deployment processes.Screenshot of the interface to create a deployment process once and reuse it across all environments, ensuring consistent deployments from development through production.Screenshot of tenanted deployments, which allow users to deploy unique application versions to individual customers or business units while maintaining centralized control and visibility across all instancesScreenshot of the audit log, which captures every deployment action, change, and user activity with full attribution and timestamps, providing accountability for compliance and security.Screenshot of the Runbooks that enable teams to automate routine operational tasks like backups, certificate renewals, and infrastructure maintenance, reducing manual effort and ensuring consistent execution of critical procedures.