Overview
ProductRatingMost Used ByProduct SummaryStarting Price
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
Splunk Cloud Platform
Score 8.0 out of 10
N/A
Splunk Cloud Platform is a data platform service thats help users search, analyze, visualize and act on data. The service can go live in as little as two days, and with an IT backend managed by Splunk experts.N/A
Sumo Logic
Score 8.8 out of 10
N/A
Sumo Logic is a log management offering from the San Francisco based company of the same name.
$3
Per GB Logs
Pricing
GitLabSplunk Cloud PlatformSumo Logic
Editions & Modules
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
Essentials
$3.00
Per GB Logs
Enterprise
$4.00
Per GB Logs
Enterprise Security
$4.25
Per GB Logs
Enterprise Suite
$4.75
Per GB Logs
Offerings
Pricing Offerings
GitLabSplunk Cloud PlatformSumo Logic
Free Trial
YesNoNo
Free/Freemium Version
YesNoNo
Premium Consulting/Integration Services
YesNoNo
Entry-level Setup FeeOptionalNo setup feeNo 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
GitLabSplunk Cloud PlatformSumo Logic
Considered Multiple Products
GitLab
Chose GitLab
GITLAB does virtually everything GITHUB does [but] Lower cost than GitHub.
Splunk Cloud Platform
Chose Splunk Cloud Platform
Splunk Cloud blows Sumo Logic out of the water. The experience is night and day. We went from several highly stressed IT security professionals who were unsure if the data they were getting was valuable, to very happy IT security professionals who can now be more proactive and …
Chose Splunk Cloud Platform
I have selected Splunk Cloud because Sumo Logic is blown away by Splunk Cloud. It's a night and day difference. My experience with Splunk Cloud is faster and more reliable. It consists of more features than Sumo Logic.
Sumo Logic
Chose Sumo Logic
Sumo hits the right balance between the high price of Splunk and the reduced features and usabilty of cheaper competitors like Graylog and Humio
Chose Sumo Logic
Sumo Logic works very well out of the gate. For a small business it has given us what we need. I worked at a larger company previously, and we produced so many logs we had to create a custom logging service to handle them all. Cost and availability are big issues when …
Chose Sumo Logic
We felt the features were comparable and Sumo Logic offered a better price. This was our first log aggregation tool so we don't have a lot of insight for competing products. I speak with many others specifically regarding Splunk and it seems to be comparable in many ways except …
Features
GitLabSplunk Cloud PlatformSumo Logic
Security Information and Event Management (SIEM)
Comparison of Security Information and Event Management (SIEM) features of Product A and Product B
GitLab
-
Ratings
Splunk Cloud Platform
8.2
20 Ratings
4% above category average
Sumo Logic
-
Ratings
Centralized event and log data collection00 Ratings9.019 Ratings00 Ratings
Correlation00 Ratings8.419 Ratings00 Ratings
Event and log normalization/management00 Ratings9.220 Ratings00 Ratings
Deployment flexibility00 Ratings7.320 Ratings00 Ratings
Integration with Identity and Access Management Tools00 Ratings7.818 Ratings00 Ratings
Custom dashboards and workspaces00 Ratings9.020 Ratings00 Ratings
Host and network-based intrusion detection00 Ratings8.217 Ratings00 Ratings
Data integration/API management00 Ratings7.510 Ratings00 Ratings
Behavioral analytics and baselining00 Ratings7.38 Ratings00 Ratings
Rules-based and algorithmic detection thresholds00 Ratings8.210 Ratings00 Ratings
Response orchestration and automation00 Ratings7.58 Ratings00 Ratings
Reporting and compliance management00 Ratings8.810 Ratings00 Ratings
Incident indexing/searching00 Ratings8.811 Ratings00 Ratings
Best Alternatives
GitLabSplunk Cloud PlatformSumo Logic
Small Businesses
GitGuardian
GitGuardian
Score 9.0 out of 10
LevelBlue USM Anywhere
LevelBlue USM Anywhere
Score 7.6 out of 10
InfluxDB
InfluxDB
Score 8.8 out of 10
Medium-sized Companies
Veracode
Veracode
Score 8.8 out of 10
Sumo Logic
Sumo Logic
Score 8.8 out of 10
Logz.io
Logz.io
Score 8.5 out of 10
Enterprises
Veracode
Veracode
Score 8.8 out of 10
Sumo Logic
Sumo Logic
Score 8.8 out of 10
NetBrain Technologies
NetBrain Technologies
Score 9.2 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
GitLabSplunk Cloud PlatformSumo Logic
Likelihood to Recommend
8.3
(152 ratings)
9.2
(18 ratings)
9.4
(17 ratings)
Likelihood to Renew
9.0
(5 ratings)
9.1
(1 ratings)
-
(0 ratings)
Usability
10.0
(6 ratings)
9.0
(5 ratings)
9.0
(5 ratings)
Performance
9.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Support Rating
10.0
(12 ratings)
7.2
(4 ratings)
8.7
(6 ratings)
Implementation Rating
-
(0 ratings)
-
(0 ratings)
9.0
(1 ratings)
Product Scalability
10.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Professional Services
-
(0 ratings)
-
(0 ratings)
6.2
(3 ratings)
User Testimonials
GitLabSplunk Cloud PlatformSumo Logic
Likelihood to Recommend
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
Cisco
Splunk is excellent when all your data is in one location. Its ability to correlate all that data is intuitive (once the hurdle of learning the query language is overcome). It is also easy to standardize the presentation of information to the company. When data is siloed/standalone, other systems can be cheaper and faster to implement.
Read full review
Sumo Logic
SumoLogic is a fantastic log aggregator and analysis tool, a fine alternative to Splunk. Searching is powerful and mostly intuitive and results come fast. If you have application logs in clusters or Kubernetes pods that lose their logs every time they're restarted, Sumo is the solution for you
Read full review
Pros
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
Cisco
  • This SIEM consolidates multiple data points and offers several features and benefits, creating custom dashboards and managing alert workflows.
  • Splunk Cloud provides a simple way to have a central monitoring and security solution. Though it does not have a huge learning curve, you should spend some time learning the basics.
  • Splunk Cloud enables me to create and schedule statistical reports on network use for Management.
Read full review
Sumo Logic
  • Sumo Logic allowed for our InfoSec team to ingest logs from our CDN directly, in real-time, instead of massive compressed archives that were sent every two-hours (the only alternative at the time). Sumo Logic had an app for these logs, that allowed us to easily get an immediate payoff from the data, with canned dashboard and saved searches.
  • Sumo Logic has a fairly extensive REST API when it comes to log sources, source configurations, dashboard data, searches, etc. Their wiki for the API is usually kept up to date.
  • Sumo Logic, during the period of time I had used their product, had added the ability to configure agents via configuration files. This allowed customers to configure their endpoints, and modify the endpoints, with configuration management tools like Chef / Puppet / Salt. Beforehand, the only option was to always make changes either via the web portal or REST API.
  • The solutions engineers were extremely helpful, and easily reachable when issues would occur.
  • Users at our company found it easy to get started, working on new dashboards, scheduled searches, and alerting. The alerting worked well with our third-party paging tool.
Read full review
Cons
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
Cisco
  • The SPL programming language that the queries are built in is not very intuitive.
  • There should be a better repository of pre-built queries for what I would think of as common Active Directory usage monitoring.
  • I would like to see more free training/familiarization information made available.
Read full review
Sumo Logic
  • I like the help center, but I think if it had more GUI tools, it could help new users.
  • Pulling out data is sometimes hard to read, (Maybe if I knew how to export data better, this would not be an issue for me).
  • I would like better know-how on how to create reports that will help our business.
Read full review
Likelihood to Renew
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
Cisco
Ease of use and have all the features we need
Read full review
Sumo Logic
No answers on this topic
Usability
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
Cisco
What it does well:
- Powerful SPL query language for advanced users
- Excellent visualization dashboards
- Comprehensive documentation and community support
Where it needs work:
- Steep learning curve for SPL syntax
- Non-Intuitive UI for beginners
- Complex administration and data model configuration
- Search performance degrades with poor query optimization
Bottom line: Enterprise-grade tool requiring dedicated training investment. Best for teams with experienced analysts.
Read full review
Sumo Logic
Sumo Logic is very powerful but definitely requires some configuration work to get the most out of it. You can get a certification related to this, but it is definitely not something you can just throw together.
Read full review
Reliability and Availability
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
Cisco
No answers on this topic
Sumo Logic
No answers on this topic
Performance
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
Cisco
No answers on this topic
Sumo Logic
No answers on this topic
Support Rating
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
Cisco
Splunk Cloud support is sorely lacking unfortunately. The portal where you submit tickets is not very good and is lacking polish. Tickets are left for days without any updates and when chased it is only sometimes you get a reply back. I get the feeling the support team are very understaffed and have far too much going on. From what I know, Splunk is aware of this and seem to be trying to remedy it.
Read full review
Sumo Logic
I would give this rating because I attended a free Sumo Logic training at a WeWork in Chicago. I found the training very useful, and I learned a lot of features that I was not aware of before I went to the training. I like the idea that SumoLogic provides free training seminars. I am certified in level1, and I plan on certifying to level2.
Read full review
Implementation Rating
GitLab
No answers on this topic
Cisco
No answers on this topic
Sumo Logic
I was satisfied with the implementation, as at the time, it was the best way to implement the product with the available feature sets in Sumo Logic. User creation and management became more of an issue during continued use, instead of it being an issue related to deploying the product in our environment.
Read full review
Alternatives Considered
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
Cisco
Search Processing Language really is a game changer for writing easy-to-understand and maintainable queries on your data base logs. Once understood, setting up and validating a query can be done in no time- which leaves us the option to focus on more monitoring and improved services. We have no other tools that utilizes data this efficiently
Read full review
Sumo Logic
Sumo Logic works very well out of the gate. For a small business it has given us what we need. I worked at a larger company previously, and we produced so many logs we had to create a custom logging service to handle them all. Cost and availability are big issues when deciding between the different services, whether self maintained and hosted, or provided by another company.
Read full review
Scalability
GitLab
I think is very well designed, and like any VCS it works as intended
Read full review
Cisco
No answers on this topic
Sumo Logic
No answers on this topic
Professional Services
GitLab
No answers on this topic
Cisco
No answers on this topic
Sumo Logic
I've assisted several OneLogin customers with partner accounts to Sumo Logic. It has always been pleasant.
Read full review
Return on Investment
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
Cisco
  • End-end visibility across your departmental silos
  • Strengthen the overall global monitoring posture
  • Move from Reactive to Proactive Monitoring
  • Highly secure environment at your finger-tips
  • Takes you away from managing infrastructure/administration, allows saving time & money. Reduce the overall TCO (Total Cost of Ownership)
Read full review
Sumo Logic
  • I can't think of any negative side effects other than it being SO slow sometimes, but compared to Splunk everything is slow
  • It's SO much cheaper than Splunk that the time it takes to query information is well worth it
  • In the times that we've had Sumo go down or stop logging information, we've found that we'd be absolutely lost without Sumo
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