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GitHub CoPilot vs GitLab comparison

GitHub and GitLab are both solutions in the Rapid Application Development Software category. GitHub is ranked #9 with an average rating of 8.2, while GitLab is ranked #12 with an average rating of 8.6. GitHub holds a 5.0% mindshare in RADS, compared to GitLab’s 2.6% mindshare. Additionally, 96% of GitHub users are willing to recommend the solution, compared to 97% of GitLab users who would recommend it.
GitHub CoPilot
Read 27 GitHub CoPilot reviews
  • 2,023 Views
  • 1,874 Comparison Views
96% willing to recommend
GitLab
Read 82 GitLab reviews
  • 1,036 Views
  • 941 Comparison Views
97% willing to recommend
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 17, 2024

GitLab and GitHub CoPilot compete in the software development and version control arena. GitLab seems to have an upper hand with its comprehensive feature set that supports a wide range of DevOps activities, while GitHub CoPilot is notable for its advanced AI-driven code suggestion features, aimed at enhancing developer productivity.

Features: GitLab is recognized for its CI/CD pipeline management, repository control, and seamless integration capabilities. GitHub CoPilot, however, focuses on code suggestion, multi-language support, and test case creation, improving coding efficiency by reducing manual coding time.

Room for Improvement: GitLab could benefit from better integration with AWS, enhanced project management compatibility, and improved documentation. GitHub CoPilot needs more accurate code suggestions, support for more languages, and improved integration with various development environments.

Ease of Deployment and Customer Service: GitLab offers flexible deployment options including public, private, and hybrid clouds, supported by community-driven assistance with limited response for free users. GitHub CoPilot provides on-premises deployment, relying on community and licensing-based support, but lacks GitLab's cloud flexibility.

Pricing and ROI: GitLab is available as open-source and paid versions, suitable for small teams to enterprises, though the Ultimate edition might require business justification. GitHub CoPilot has a tiered pricing model, including a free version, with additional costs for enterprise use which can be substantial for larger teams.

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To learn more, read our detailed GitHub CoPilot vs. GitLab Report (Updated: January 2025).
Buyer's Guide
GitHub CoPilot vs. GitLab
January 2025
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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
7.3
GitHub CoPilot offers significant ROI with cost savings and productivity boosts, though perceptions vary by project and user.
Sentiment score
7.6
GitLab offers excellent ROI by reducing deployment time, supporting users, improving DevOps scores, and enhancing project management.
No quotes available
For more quotes and insights, download the GitHub CoPilot report
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
For more quotes and insights, download the GitLab report
 

Customer Service

Sentiment score
6.5
GitHub CoPilot support varies, with mixed user experiences; documentation and community assistance are often used over direct contact.
Sentiment score
6.8
GitLab's customer support is generally well-regarded, with users appreciating community forums, fast responses for paid versions, and third-party assistance.
With a large user base, it covers a wide range of questions, from simple to complex, ensuring that answers are available.
For more quotes and insights, download the GitHub CoPilot report
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
For more quotes and insights, download the GitLab report
TarunRevalla - PeerSpot reviewerMikhael Ibrahim - PeerSpot reviewerreviewer2603940 - PeerSpot reviewerGaurav Chandel - PeerSpot reviewer
 

Scalability Issues

Sentiment score
7.3
GitHub CoPilot is praised for high scalability, supporting hundreds of users, though sometimes faces performance issues under heavy traffic.
Sentiment score
7.4
GitLab's scalable container architecture efficiently manages diverse user sizes, with potential improvements for large deployments and on-premises setups.
With an enterprise plan, there are no limitations, so scalability is not an issue.
For more quotes and insights, download the GitHub CoPilot report
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
We're transitioning to OpenShift for future scalability with increased user numbers.
For more quotes and insights, download the GitLab report
TarunRevalla - PeerSpot reviewerSarfaraz Khan - PeerSpot reviewerMikhael Ibrahim - PeerSpot reviewer
 

Stability Issues

Sentiment score
7.6
GitHub CoPilot is praised for functionality despite stability issues, with reliability improving and suggestions for proxy handling improvements.
Sentiment score
8.3
GitLab is highly stable, with minimal glitches, reliable performance under pressure, and user satisfaction ratings of 7-10.
In most cases, it does not generate irrelevant code.
For more quotes and insights, download the GitHub CoPilot report
I have not encountered any performance or stability issues with GitLab so far.
For more quotes and insights, download the GitLab report
 

Room For Improvement

GitHub CoPilot needs accuracy, integration, stability, and affordability, plus broader language support and improved user control for better engagement.
GitLab requires better AWS integration, UI, documentation, project management, security, and reduced pricing with enhanced leadership dashboards and testing tools.
There is excellent support across various code editors like JetBrains, VS Code, and NeoGen.
For more quotes and insights, download the GitHub CoPilot report
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
The UI has remained the same for a couple of years and could benefit from an update with AI features and better customization.
GitLab is a great tool for developers, it lacks project planner features.
For more quotes and insights, download the GitLab report
TarunRevalla - PeerSpot reviewerreviewer2603940 - PeerSpot reviewerGaurav Chandel - PeerSpot reviewerRaveen Aggarwal - PeerSpot reviewer
 

Setup Cost

GitHub Copilot offers free and paid versions with flexible pricing starting at $10, rated affordable by users.
GitLab offers free and paid plans, with enterprise options valued for features but sometimes seen as expensive.
They recently made Copilot free to use up to a certain limit, which is a positive change.
For more quotes and insights, download the GitHub CoPilot report
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
The price is high, and it limits user accessibility.
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
For more quotes and insights, download the GitLab report
TarunRevalla - PeerSpot reviewerSarfaraz Khan - PeerSpot reviewerAndrea PICCININI - PeerSpot reviewerreviewer2603940 - PeerSpot reviewer
 

Valuable Features

GitHub CoPilot boosts productivity with code suggestions, auto-completion, and multi-language support, enhancing efficiency and rapid development.
GitLab excels in CI/CD with user-friendly interfaces, seamless integration, automation, and scalability, enhancing productivity and collaboration.
Copilot is integrated into my environment, providing the context and the bigger picture of how the code is used throughout the project.
For more quotes and insights, download the GitHub CoPilot report
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
The feature I appreciate the most about GitLab is its ease of use and compatibility, which allows for straightforward building and deployment processes.
For more quotes and insights, download the GitLab report
TarunRevalla - PeerSpot reviewerAndrea PICCININI - PeerSpot reviewerMikhael Ibrahim - PeerSpot reviewerreviewer2603940 - PeerSpot reviewer
 

Categories and Ranking

GitHub CoPilot
Ranking in Rapid Application Development Software
9th
Average Rating
8.2
Reviews Sentiment
7.1
Number of Reviews
27
Ranking in other categories
AI Code Assistants (2nd)
GitLab
Ranking in Rapid Application Development Software
12th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
82
Ranking in other categories
Application Security Tools (8th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (8th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (3rd)
 

Mindshare comparison

As of February 2025, in the Rapid Application Development Software category, the mindshare of GitHub CoPilot is 5.0%, up from 0.8% compared to the previous year. The mindshare of GitLab is 2.6%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software
 

Featured Reviews

TarunRevalla - PeerSpot reviewer
Saves time with context-aware code suggestions and seamless integration
In terms of improvements for Copilot, I haven't considered much since it offers many useful interactions. It integrates well with GitHub repositories, tracks changes on PRs, and provides valuable suggestions where applicable. There is excellent support across various code editors like JetBrains, VS Code, and NeoGen. I also run many automations within GitHub. When an NPR is raised, it automatically provides suggestions, which is part of the enterprise edition without limitations. While I don't see immediate room for improvement, one suggestion is for Copilot to provide specific suggestions for certain lines of code instead of rewriting entire sections. If the tool could focus on specific lines where changes are suggested, it would save time and reduce server load.
Read full review
Gaurav Chandel - PeerSpot reviewer
Boosted productivity with automated pipelines and seamless collaboration
There are some challenges with repository file management as GitLab may struggle to manage larger files. Improvements could be made regarding size management and file partitioning. Also, the UI has remained the same for a couple of years and could benefit from an update with AI features and better customization.
Read full review
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
10%
Healthcare Company
9%
Manufacturing Company
9%
Educational Organization
29%
Financial Services Firm
11%
Computer Software Company
11%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about GitHub CoPilot?
The product is easy to integrate.
See all answers
What is your experience regarding pricing and costs for GitHub CoPilot?
They recently made Copilot free to use up to a certain limit, which is a positive change. The pricing aligns with other AI agents like Chargebee and Anthropic Cloud. The ability to switch between m...
See all answers
What needs improvement with GitHub CoPilot?
In terms of improvements for Copilot, I haven't considered much since it offers many useful interactions. It integrates well with GitHub repositories, tracks changes on PRs, and provides valuable s...
See all answers
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.
See all answers
What is your experience regarding pricing and costs for GitLab?
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
See all answers
What needs improvement with GitLab?
There are missing search features, particularly when searching repositories or applying filters. Additionally, I have encountered issues with the deployment of CI/CD pipelines, especially dealing w...
See all answers
 

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Product Reports

Buyer's Guide
GitHub CoPilot
February 2025
GitHub CoPilot reportDownload GitHub CoPilot product report
Buyer's Guide
GitLab
February 2025
GitLab reportDownload GitLab product report
 

Also Known As

No data available
Fuzzit
 

Overview

GitHub CoPilot accelerates developer productivity with code generation, test case creation, and code explanation. It provides context-aware suggestions, integrates with popular IDEs, and supports multiple languages.

GitHub CoPilot significantly boosts development efficiency by reducing coding and debugging time. Its user-friendly auto-complete and variable detection features streamline complex tasks, serving as a learning tool for developers. Areas needing improvement include its accuracy, stability, and broader integration with IDEs and languages. Users find the pricing strategy expensive and wish for enhanced contextual understanding, diverse result formats, and image support. Expanded functionality and better integration in highly regulated environments are important for future growth.

What are the most valued features of GitHub CoPilot?
  • Code Generation: Accelerates coding with smart suggestions.
  • Test Case Creation: Streamlines automated testing.
  • Code Explanation: Offers detailed insights into code segments.
  • Context-Aware Suggestions: Provides personalized assistance.
  • Multi-Language Support: Enhances versatility across programming languages.
Which benefits should users look for in reviews?
  • Increased Efficiency: Reduces time spent on coding tasks.
  • Enhanced Productivity: Speeds up the development process.
  • Learning Aid: Aids developers in understanding and creating complex code.
  • Task Automation: Facilitates automating repetitive coding tasks.

Utilized across industries to enhance application development and productivity, GitHub CoPilot assists in generating code snippets, writing code skeletons, analyzing documents, and automating workflows. It supports coding best practices, prompt engineering, and natural language processing. Developers leverage its capabilities for creating meeting summaries, report recommendations, and content ideas, thereby optimizing workflow efficiency.

GitHub

GitLab is a complete DevOps platform that enables teams to collaborate and deliver software faster. 

It provides a single application for the entire DevOps lifecycle, from planning and development to testing, deployment, and monitoring. 

With GitLab, teams can streamline their workflows, automate processes, and improve productivity.

GitLab
 

Sample Customers

Information Not Available
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
Buyer's Guide
GitHub CoPilot vs. GitLab
January 2025
Free Report: GitHub CoPilot vs. GitLab
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