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GitLab vs Pega Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 2, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
6.2
GitLab boosts ROI by enhancing efficiency, reducing deployment time, and supporting DevOps with innovative, cost-effective tools for faster market delivery.
Sentiment score
7.4
Pega Platform boosts user satisfaction with efficient workflows and rapid ROI, enhancing process efficiency and customer satisfaction.
Regarding release frequency, previously we had one to two releases per week, but now we achieve daily or on-demand releases, resulting in a three to five-fold increase in release frequency.
Site Reliability Engineer at Granicus Inc.
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
IT Manager at a tech company with 5,001-10,000 employees
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
I estimate that projects take days rather than weeks when using Pega Platform compared to traditional coding.
developer at Velagapudi Ramakrishna Siddhartha Engineering College
Pega Platform has positively impacted my organization, as they were using different technology before and have seen tremendous success and return on investment, so they are very happy.
Pega Lead System Architect at a tech services company with 51-200 employees
 

Customer Service

Sentiment score
6.6
GitLab support receives mixed reviews, with premium users satisfied, while free-tier users experience slower response and limited support.
Sentiment score
6.7
Pega Platform's support is responsive but struggles with complex issues; self-service tools are praised for aiding users.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
Platform Engineer & Manager at a computer software company with 51-200 employees
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
IT Manager at a tech company with 5,001-10,000 employees
I never needed support from the platform standpoint, but if additional features are required, we have regular meetings with the product team for feedback.
MEA Head at Aaseya IT Services Pvt. Ltd.
The technical support from Pega is very low, rating a one or two out of ten.
Chief Information Officer at a government with 10,001+ employees
Pega's technical support team is very helpful.
Quality Assurance Team Lead at Value Labs
 

Scalability Issues

Sentiment score
7.3
GitLab is praised for its scalability, supporting diverse workloads and environments, though smaller teams might underutilize it.
Sentiment score
7.5
Pega Platform effectively scales for large enterprises, excelling with solid architecture and integration, despite high-load performance challenges.
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
Senior Application Developer at IBM
We're transitioning to OpenShift for future scalability with increased user numbers.
Platform Engineer & Manager at a computer software company with 51-200 employees
For scaling, other deployment options from GitLab's side need to be adopted.
Manager, Engineering at 7-Eleven
Currently, big banking providers and insurance providers, even the members for healthcare payers, are using more than millions of operations on a daily or weekly basis.
Global Head of Digital, Process Automation at a computer software company with 51-200 employees
 

Stability Issues

Sentiment score
8.2
GitLab is highly rated for stability, with users rarely experiencing performance issues, bugs, or downtime despite minor upgrade challenges.
Sentiment score
7.6
Pega Platform is reliable and stable, excelling with large volumes, despite occasional glitches and minor version update disruptions.
I have not encountered any performance or stability issues with GitLab so far.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
The updates are frequent and demanding, happening at least once a week due to security reasons.
Chief Technology Officer at Acclym
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
Assistant Manager at a tech vendor with 10,001+ employees
 

Room For Improvement

GitLab users face challenges with integration, documentation, pricing, and scalability, with improvements needed in security, performance, and flexibility.
Pega Platform needs UI customization, better integration, mature AI, cost flexibility, scalability, and improved documentation and support.
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
IT Manager at a tech company with 5,001-10,000 employees
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
Manager, Engineering at 7-Eleven
GitLab can improve its user interface to make conflict resolution more user-friendly.
Senior Application Developer at IBM
Pega introduced Constellation, which allows a user to build a more engaging visual experience.
MEA Head at Aaseya IT Services Pvt. Ltd.
For customer interactions, while the Pega Platform's AI-based decisioning and predictive analytics are great, the Process AI is not very popular yet, as it works on process data rather than customer data.
Global Head of Digital, Process Automation at a computer software company with 51-200 employees
There are always areas for improvement, which they are addressing in every part of the patch releases.
Pega Lead System Architect at a tech services company with 51-200 employees
 

Setup Cost

GitLab provides free and paid plans, with perceived reasonable pricing, though higher for small teams needing advanced features.
Pega Platform's high pricing favors large companies, offering robust features with flexible deployment and licensing options.
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
Senior Application Developer at IBM
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
IT Manager at a tech company with 5,001-10,000 employees
The price is high, and it limits user accessibility.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
Pega is priced higher than open-source options like Flowable but is suitable for large-scale industries like banking and insurance.
Quality Assurance Team Lead at Value Labs
The pricing is expensive, and this is an issue.
Chief Information Officer at a government with 10,001+ employees
From a licensing perspective, it is higher than the competition.
Global Head of Digital, Process Automation at a computer software company with 51-200 employees
 

Valuable Features

GitLab excels with a user-friendly interface, robust CI/CD, strong integrations, security, automation, and multi-cloud support for developers.
Pega Platform's low-code environment offers rapid prototyping, scalable automation, and streamlined digital transformation for diverse industries.
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
Platform Engineer & Manager at a computer software company with 51-200 employees
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
By integrating GitLab as a DevOps platform, we have enhanced agility, improved our time to market, and different teams can work collaboratively on various projects.
Manager, Engineering at 7-Eleven
Pega Platform has positively impacted my organization by providing faster application development than traditional methods.
developer at Velagapudi Ramakrishna Siddhartha Engineering College
Management capabilities such as dashboards.
Quality Assurance Team Lead at Value Labs
Pega Platform is excellent for enterprise-level solutions with integrations to entire systems, including case management, service orchestration, CRM, decision-making capabilities, digital process automation, and AI-driven functionalities.
MEA Head at Aaseya IT Services Pvt. Ltd.
 

Categories and Ranking

GitLab
Ranking in Rapid Application Development Software
11th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
91
Ranking in other categories
Application Security Tools (11th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (9th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
Pega Platform
Ranking in Rapid Application Development Software
8th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
85
Ranking in other categories
Business Rules Management (1st), Business Process Management (BPM) (4th), Process Automation (4th), Low-Code Development Platforms (7th), Business Orchestration and Automation Technologies (7th), AI Software Development (3rd)
 

Mindshare comparison

As of January 2026, in the Rapid Application Development Software category, the mindshare of GitLab is 2.7%, up from 2.4% compared to the previous year. The mindshare of Pega Platform is 6.1%, down from 6.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Market Share Distribution
ProductMarket Share (%)
Pega Platform6.1%
GitLab2.7%
Other91.2%
Rapid Application Development Software
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Role-based workflows have transformed daily deployments and improve team collaboration
GitLab has role-based access control, so when a team member needs to make a code change, they cannot directly apply it to the environment but must put in a merge request. Once a senior reviews the code and approves it, then it is implemented across the environment, making it safer and allowing everyone to experience the process. The best features GitLab offers are version control and automation, which are the major things that stand out to me. When it comes to access, the login is very smooth, with just one login integrated with our Okta, allowing everyone to log in easily. Deployments become much easier, and that is how GitLab helps. The automation features make my work easier because we use a tool called AWX, which is connected to GitLab. Whenever we run a job on AWX, it directly checks the code and uses it. Since the code is not preserved locally but kept in the cloud, it is safe and nobody can tamper with it. When it comes to safety, that is a major thing. Automation features allow the code to be accessed from any tools we use, so the jobs we run are helping tremendously and doing their work perfectly. For pipeline tasks, we have created a significant amount of pipelines, which are all hosted in GitLab. Running the pipelines has become much easier, and they are doing a perfect job, helping tremendously in our day-to-day activities. GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks. Since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother. Improvements from GitLab have led to better team collaboration because when several people are working, they can all edit the code and submit it as a merge request, and once approved, it reflects directly to the main branch. Many can work at the same time. When it comes to deployments, deploying has become much faster since we started using GitLab, and even if errors occur, we can spot them easily and troubleshoot, which has helped tremendously.
reviewer4848291 - PeerSpot reviewer
Global Head of Digital, Process Automation at a computer software company with 51-200 employees
Pega is a low-code platform that enables organizations to build, automate, and optimize business processes and customer experiences through AI-powered decisioning and workflow automation.
Here are the key areas where Pega Platform could be improved: 1. User Interface (UI) & User Experience (UX) Customization Limitations: The UI layer is tightly coupled with the platform, limiting flexibility for custom front-end development. Constellation Architecture: While it improves consistency, it restricts advanced UI customizations compared to older section-based designs. Learning Curve: Non-technical users find the UI unintuitive despite the low-code promise. 2. Integration & Extensibility Limited Out-of-the-Box Integrations: Users report challenges integrating with non-relational databases and legacy systems. Robotics Integration: Pega RPA (formerly OpenSpan) is not seamlessly integrated with BPM, creating silos in automation. 3. AI & Decisioning AI Capabilities Need Maturity: Users expect more advanced, native AI features without relying on external tools. CDH & Decision Hub: While powerful, these components require deep expertise to configure effectively. 4. Cost & Licensing High Licensing Costs: Pega is often seen as expensive, especially for small and mid-sized enterprises. Lack of Flexible Pricing Models: Calls for subscription-based or usage-based pricing to improve accessibility. 5. Performance & Scalability Scalability Concerns: Some users report performance degradation with large user bases or complex workflows. Upgrade Complexity: Platform upgrades can be time-consuming and disruptive if not planned well. 6. Documentation & Community Support Insufficient Learning Resources: Especially for advanced features, documentation is limited and community support is not as strong as competitors. Talent Availability: Finding skilled Pega professionals remains a challenge in many regions. 7. Low-Code/No-Code Experience Not Fully No-Code: Despite branding, some tasks still require technical intervention, and the drag-and-drop interface can be restrictive 2. Conflict Management: Simultaneous development by multiple users can lead to rule conflicts.
report
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
12%
Government
11%
Manufacturing Company
11%
Financial Services Firm
25%
Computer Software Company
9%
Manufacturing Company
9%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise10
Large Enterprise46
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise15
Large Enterprise69
 

Questions from the Community

What do you like most about GitLab?
I find the features and version control history to be most valuable for our development workflow. These aspects provide us with a clear view of changes and help us manage requests efficiently.
What is your experience regarding pricing and costs for GitLab?
The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...
What needs improvement with GitLab?
A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...
Is Pega BPM easy to work with and can beginners utilize this software?
You do need some preparation to be able to use all functions of Pega BPM. However, all users of this platform are in luck as it comes with good documentation and you can learn pretty much everythin...
Have you encountered any issues while using Pega BPM and were you assisted by the company?
My company has been using this tool for years and the only issue we have had, if you can call it that, was while setting it up. When we were setting it up initially, we had some drawbacks and could...
When you consider the features and benefits of Pega BPM, would you say this product is fairly priced?
Pega BPM can be considered overpriced for some; it all depends on the size of your company and the requirements of your customers. Sure, there are products out there that do the things that Pega B...
 

Comparisons

 

Also Known As

Fuzzit
Pega BPM, Pegasystems, SmartBPM, PegaRULES
 

Overview

 

Sample Customers

1. NASA  2. IBM  3. Sony  4. Alibaba  5. CERN  6. Siemens  7. Volkswagen  8. ING  9. Ticketmaster  10. SpaceX  11. Adobe  12. Intuit  13. Autodesk  14. Rakuten  15. Unity Technologies  16. Pandora  17. Electronic Arts  18. Nordstrom  19. Verizon  20. Comcast  21. Philips  22. Deutsche Telekom  23. Orange  24. Fujitsu  25. Ericsson  26. Nokia  27. General Electric  28. Cisco  29. Accenture  30. Deloitte  31. PwC  32. KPMG
The State of Maine, ANZ, Coca-Cola, Department for Environment, Food & Rural Affairs (DEFRA), ME, New South Wales, OptumRx, Texas Department of Transportation, UnitedHealthcare Medicare & Retirement
Find out what your peers are saying about GitLab vs. Pega Platform and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.